Create Tool:
Create Time:1970-01-01 08:00:00
File Size:1990.92 MB
File Count:702
File Hash:3bfe5a7239c61503ff9cffecfd0c99decaa7bbbf
Get Bonus Downloads Here.url | 183 B |
~Get Your Files Here !/Bonus Resources.txt | 386 B |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/01_a-conversation-with-andrew-ng-robert-crowe-and-laurence-moroney/01_course-overview.en.srt | 6.49 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/01_a-conversation-with-andrew-ng-robert-crowe-and-laurence-moroney/01_course-overview.en.txt | 4.11 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/01_a-conversation-with-andrew-ng-robert-crowe-and-laurence-moroney/01_course-overview.mp4 | 19.34 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/02_introduction-to-model-serving/01_introduction-to-model-serving.en.srt | 11.11 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/02_introduction-to-model-serving/01_introduction-to-model-serving.en.txt | 5.78 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/02_introduction-to-model-serving/01_introduction-to-model-serving.mp4 | 10.84 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/02_introduction-to-model-serving/02_ungraded-labs-best-practices_instructions.html | 2.45 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/02_introduction-to-model-serving/03_ungraded-lab-introduction-to-docker_C4_W1_Lab_1_Docker_Intro.md | 170.71 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/02_introduction-to-model-serving/03_ungraded-lab-introduction-to-docker_instructions.html | 1.66 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/03_introduction-to-model-serving-infrastructure/01_introduction-to-model-serving-infrastructure.en.srt | 8.22 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/03_introduction-to-model-serving-infrastructure/01_introduction-to-model-serving-infrastructure.en.txt | 5.24 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/03_introduction-to-model-serving-infrastructure/01_introduction-to-model-serving-infrastructure.mp4 | 8.33 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/03_introduction-to-model-serving-infrastructure/02_deployment-options.en.srt | 6.98 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/03_introduction-to-model-serving-infrastructure/02_deployment-options.en.txt | 3.70 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/03_introduction-to-model-serving-infrastructure/02_deployment-options.mp4 | 5.24 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/03_introduction-to-model-serving-infrastructure/03_improving-prediction-latency-and-reducing-resource-costs.en.srt | 9.33 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/03_introduction-to-model-serving-infrastructure/03_improving-prediction-latency-and-reducing-resource-costs.en.txt | 5.00 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/03_introduction-to-model-serving-infrastructure/03_improving-prediction-latency-and-reducing-resource-costs.mp4 | 8.02 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/03_introduction-to-model-serving-infrastructure/04_creating-and-deploying-models-to-ai-prediction-platform.en.srt | 4.06 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/03_introduction-to-model-serving-infrastructure/04_creating-and-deploying-models-to-ai-prediction-platform.en.txt | 2.64 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/03_introduction-to-model-serving-infrastructure/04_creating-and-deploying-models-to-ai-prediction-platform.mp4 | 6.60 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/03_introduction-to-model-serving-infrastructure/05_optional-build-train-and-deploy-an-xgboost-model-on-cloud-ai-platform_C4_W1_Optional_Lab_1.md | 191.90 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/03_introduction-to-model-serving-infrastructure/05_optional-build-train-and-deploy-an-xgboost-model-on-cloud-ai-platform_instructions.html | 2.20 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/04_installing-tensorflow-serving/01_installing-tensorflow-serving.en.srt | 11.28 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/04_installing-tensorflow-serving/01_installing-tensorflow-serving.en.txt | 5.96 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/04_installing-tensorflow-serving/01_installing-tensorflow-serving.mp4 | 9.59 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/04_installing-tensorflow-serving/02_ungraded-lab-tensorflow-serving-with-docker_C4_W1_Lab_2_TFS_Docker.md | 176.02 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/04_installing-tensorflow-serving/02_ungraded-lab-tensorflow-serving-with-docker_instructions.html | 1.27 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/04_installing-tensorflow-serving/03_ungraded-lab-serve-a-model-with-tensorflow-serving_C4_W1_Lab_3_TFS.ipynb | 74.72 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/04_installing-tensorflow-serving/03_ungraded-lab-serve-a-model-with-tensorflow-serving_instructions.html | 1.29 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/01_model-serving-architecture/01_model-serving-architecture.en.srt | 6.83 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/01_model-serving-architecture/01_model-serving-architecture.en.txt | 4.42 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/01_model-serving-architecture/01_model-serving-architecture.mp4 | 9.08 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/01_model-serving-architecture/02_model-servers-tensorflow-serving.en.srt | 5.57 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/01_model-serving-architecture/02_model-servers-tensorflow-serving.en.txt | 3.58 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/01_model-serving-architecture/02_model-servers-tensorflow-serving.mp4 | 6.37 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/01_model-serving-architecture/03_model-servers-other-providers.en.srt | 9.58 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/01_model-serving-architecture/03_model-servers-other-providers.en.txt | 5.07 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/01_model-serving-architecture/03_model-servers-other-providers.mp4 | 11.94 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/01_model-serving-architecture/04_documentation-on-model-servers_instructions.html | 1.70 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/01_model-serving-architecture/05_ungraded-lab-deploy-a-ml-model-with-fastapi-and-docker_README.md | 160.20 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/01_model-serving-architecture/05_ungraded-lab-deploy-a-ml-model-with-fastapi-and-docker_instructions.html | 1.33 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/02_scaling-infrastructure/01_scaling-infrastructure.en.srt | 18.75 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/02_scaling-infrastructure/01_scaling-infrastructure.en.txt | 10.00 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/02_scaling-infrastructure/01_scaling-infrastructure.mp4 | 25.03 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/02_scaling-infrastructure/02_learn-about-scaling-with-boy-bands_instructions.html | 2.50 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/02_scaling-infrastructure/03_explore-kubernetes-and-kubeflow_instructions.html | 139.71 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/03_online-inference/01_online-inference.en.srt | 9.49 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/03_online-inference/01_online-inference.en.txt | 6.18 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/03_online-inference/01_online-inference.mp4 | 12.90 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/03_online-inference/02_ungraded-lab-latency-testing-with-docker-compose-and-locust_README.md | 183.15 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/03_online-inference/02_ungraded-lab-latency-testing-with-docker-compose-and-locust_instructions.html | 1.31 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/04_data-preprocessing/01_data-preprocessing.en.srt | 6.54 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/04_data-preprocessing/01_data-preprocessing.en.txt | 4.26 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/04_data-preprocessing/01_data-preprocessing.mp4 | 9.40 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/04_data-preprocessing/02_data-preprocessing_instructions.html | 2.48 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/05_batch-inference-scenarios/01_batch-inference-scenarios.en.srt | 10.01 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/05_batch-inference-scenarios/01_batch-inference-scenarios.en.txt | 5.29 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/05_batch-inference-scenarios/01_batch-inference-scenarios.mp4 | 9.04 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/06_batch-processing-with-etl/01_batch-processing-with-etl.en.srt | 5.57 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/06_batch-processing-with-etl/01_batch-processing-with-etl.en.txt | 2.96 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/06_batch-processing-with-etl/01_batch-processing-with-etl.mp4 | 7.36 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/06_batch-processing-with-etl/02_ungraded-lab-optional-machine-learning-with-apache-beam-and-tensorflow_C4_W2_Lab_4_Apache_Beam_and_Tensorflow.ipynb | 74.78 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/06_batch-processing-with-etl/02_ungraded-lab-optional-machine-learning-with-apache-beam-and-tensorflow_instructions.html | 1.63 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/01_ml-experiments-management-and-workflow-automation/01_experiment-tracking.en.srt | 13.28 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/01_ml-experiments-management-and-workflow-automation/01_experiment-tracking.en.txt | 6.99 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/01_ml-experiments-management-and-workflow-automation/01_experiment-tracking.mp4 | 14.78 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/01_ml-experiments-management-and-workflow-automation/02_tools-for-experiment-tracking.en.srt | 9.83 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/01_ml-experiments-management-and-workflow-automation/02_tools-for-experiment-tracking.en.txt | 6.28 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/01_ml-experiments-management-and-workflow-automation/02_tools-for-experiment-tracking.mp4 | 11.68 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/01_ml-experiments-management-and-workflow-automation/03_experiment-tracking_instructions.html | 1.43 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/01_ml-experiments-management-and-workflow-automation/04_introduction-to-mlops.en.srt | 13.13 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/01_ml-experiments-management-and-workflow-automation/04_introduction-to-mlops.en.txt | 8.49 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/01_ml-experiments-management-and-workflow-automation/04_introduction-to-mlops.mp4 | 15.77 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/02_mlops-methodology/01_mlops-level-0.en.srt | 8.26 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/02_mlops-methodology/01_mlops-level-0.en.txt | 4.40 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/02_mlops-methodology/01_mlops-level-0.mp4 | 7.91 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/02_mlops-methodology/02_mlops-levels-1-2.en.srt | 16.50 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/02_mlops-methodology/02_mlops-levels-1-2.en.txt | 10.56 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/02_mlops-methodology/02_mlops-levels-1-2.mp4 | 26.80 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/02_mlops-methodology/03_mlops-resources_instructions.html | 1.28 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/02_mlops-methodology/04_ungraded-lab-intro-to-kubeflow-pipelines_C4_W3_Lab_1_Kubeflow_Pipelines.ipynb | 74.77 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/02_mlops-methodology/04_ungraded-lab-intro-to-kubeflow-pipelines_instructions.html | 1.71 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/02_mlops-methodology/05_developing-components-for-an-orchestrated-workflow.en.srt | 16.75 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/02_mlops-methodology/05_developing-components-for-an-orchestrated-workflow.en.txt | 10.88 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/02_mlops-methodology/05_developing-components-for-an-orchestrated-workflow.mp4 | 19.31 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/02_mlops-methodology/06_architecture-for-mlops-using-tfx-kubeflow-pipelines-and-cloud-build_instructions.html | 1.13 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/03_model-management-and-deployment-infrastructure/01_managing-model-versions.en.srt | 11.19 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/03_model-management-and-deployment-infrastructure/01_managing-model-versions.en.txt | 5.93 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/03_model-management-and-deployment-infrastructure/01_managing-model-versions.mp4 | 10.85 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/03_model-management-and-deployment-infrastructure/02_ungraded-lab-model-versioning-with-tf-serving_README.md | 176.44 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/03_model-management-and-deployment-infrastructure/02_ungraded-lab-model-versioning-with-tf-serving_instructions.html | 1.33 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/03_model-management-and-deployment-infrastructure/03_ml-model-management_instructions.html | 1.09 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/03_model-management-and-deployment-infrastructure/04_continuous-delivery.en.srt | 9.31 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/03_model-management-and-deployment-infrastructure/04_continuous-delivery.en.txt | 5.89 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/03_model-management-and-deployment-infrastructure/04_continuous-delivery.mp4 | 10.92 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/03_model-management-and-deployment-infrastructure/05_ungraded-lab-ci-cd-pipelines-with-github-actions_README.md | 198.68 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/03_model-management-and-deployment-infrastructure/05_ungraded-lab-ci-cd-pipelines-with-github-actions_instructions.html | 1.35 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/03_model-management-and-deployment-infrastructure/06_continuous-delivery_instructions.html | 1.05 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/03_model-management-and-deployment-infrastructure/07_progressive-delivery.en.srt | 11.98 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/03_model-management-and-deployment-infrastructure/07_progressive-delivery.en.txt | 6.25 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/03_model-management-and-deployment-infrastructure/07_progressive-delivery.mp4 | 12.55 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/03_model-management-and-deployment-infrastructure/08_progressive-delivery_instructions.html | 1.17 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/01_model-monitoring-and-logging/01_why-monitoring-matters.en.srt | 8.09 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/01_model-monitoring-and-logging/01_why-monitoring-matters.en.txt | 5.25 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/01_model-monitoring-and-logging/01_why-monitoring-matters.mp4 | 11.85 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/01_model-monitoring-and-logging/02_observability-in-ml.en.srt | 7.40 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/01_model-monitoring-and-logging/02_observability-in-ml.en.txt | 3.95 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/01_model-monitoring-and-logging/02_observability-in-ml.mp4 | 6.81 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/01_model-monitoring-and-logging/03_monitoring-targets-in-ml.en.srt | 5.49 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/01_model-monitoring-and-logging/03_monitoring-targets-in-ml.en.txt | 3.58 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/01_model-monitoring-and-logging/03_monitoring-targets-in-ml.mp4 | 5.93 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/01_model-monitoring-and-logging/04_logging-for-ml-monitoring.en.srt | 9.16 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/01_model-monitoring-and-logging/04_logging-for-ml-monitoring.en.txt | 5.81 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/01_model-monitoring-and-logging/04_logging-for-ml-monitoring.mp4 | 9.91 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/01_model-monitoring-and-logging/05_tracing-for-ml-systems.en.srt | 3.89 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/01_model-monitoring-and-logging/05_tracing-for-ml-systems.en.txt | 2.50 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/01_model-monitoring-and-logging/05_tracing-for-ml-systems.mp4 | 4.26 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/01_model-monitoring-and-logging/06_monitoring-machine-learning-models-in-production_instructions.html | 1.12 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/02_model-decay/01_what-is-model-decay.en.srt | 5.30 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/02_model-decay/01_what-is-model-decay.en.txt | 2.78 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/02_model-decay/01_what-is-model-decay.mp4 | 5.05 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/02_model-decay/02_model-decay-detection.en.srt | 3.88 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/02_model-decay/02_model-decay-detection.en.txt | 2.00 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/02_model-decay/02_model-decay-detection.mp4 | 3.85 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/02_model-decay/03_ways-to-mitigate-model-decay.en.srt | 8.86 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/02_model-decay/03_ways-to-mitigate-model-decay.en.txt | 4.63 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/02_model-decay/03_ways-to-mitigate-model-decay.mp4 | 8.57 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/02_model-decay/04_addressing-model-decay_instructions.html | 1.14 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/03_gdpr-and-privacy/01_responsible-ai.en.srt | 6.20 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/03_gdpr-and-privacy/01_responsible-ai.en.txt | 4.02 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/03_gdpr-and-privacy/01_responsible-ai.mp4 | 7.44 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/03_gdpr-and-privacy/02_responsible-ai_instructions.html | 1.23 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/03_gdpr-and-privacy/03_legal-requirements-for-secure-and-private-ai.en.srt | 13.77 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/03_gdpr-and-privacy/03_legal-requirements-for-secure-and-private-ai.en.txt | 7.21 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/03_gdpr-and-privacy/03_legal-requirements-for-secure-and-private-ai.mp4 | 14.77 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/03_gdpr-and-privacy/04_gdpr-and-ccpa_instructions.html | 1.13 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/03_gdpr-and-privacy/05_anonymization-and-pseudonymisation.en.srt | 4.47 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/03_gdpr-and-privacy/05_anonymization-and-pseudonymisation.en.txt | 2.82 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/03_gdpr-and-privacy/05_anonymization-and-pseudonymisation.mp4 | 5.82 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/03_gdpr-and-privacy/06_right-to-be-forgotten.en.srt | 12.50 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/03_gdpr-and-privacy/06_right-to-be-forgotten.en.txt | 6.62 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/03_gdpr-and-privacy/06_right-to-be-forgotten.mp4 | 15.04 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/04_specialization-recap-and-farewell/01_specialization-recap-and-farewell.en.srt | 1.46 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/04_specialization-recap-and-farewell/01_specialization-recap-and-farewell.en.txt | 963 B |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/04_specialization-recap-and-farewell/01_specialization-recap-and-farewell.mp4 | 5.59 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/05_course-resources/01_course-4-optional-references_1704.04861 | 44.95 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/05_course-resources/01_course-4-optional-references_36356.pdf | 1.48 MB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/05_course-resources/01_course-4-optional-references_86df7dcfd896fcaf2674f757a2463eba-Paper.pdf | 161.73 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/05_course-resources/01_course-4-optional-references_BlueGreenDeployment.html | 15.20 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/05_course-resources/01_course-4-optional-references_custom_component.md | 175.93 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/05_course-resources/01_course-4-optional-references_install.html | 13.18 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/05_course-resources/01_course-4-optional-references_instructions.html | 10.81 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/06_acknowledgments/01_acknowledgements_instructions.html | 3.39 KB |
~Get Your Files Here !/deploying-machine-learning-models-in-production/04_week-4-model-monitoring-and-logging/06_acknowledgments/02_optional-opportunity-to-mentor-other-learners_instructions.html | 1.67 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/01_a-conversation-with-andrew-ng-robert-crowe-and-laurence-moroney/01_specialization-overview.en.srt | 11.04 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/01_a-conversation-with-andrew-ng-robert-crowe-and-laurence-moroney/01_specialization-overview.en.txt | 5.85 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/01_a-conversation-with-andrew-ng-robert-crowe-and-laurence-moroney/01_specialization-overview.mp4 | 39.95 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/02_the-machine-learning-project-lifecycle/01_welcome.en.srt | 13.56 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/02_the-machine-learning-project-lifecycle/01_welcome.en.txt | 8.60 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/02_the-machine-learning-project-lifecycle/01_welcome.mp4 | 20.35 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/02_the-machine-learning-project-lifecycle/02_steps-of-an-ml-project.en.srt | 6.42 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/02_the-machine-learning-project-lifecycle/02_steps-of-an-ml-project.en.txt | 3.41 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/02_the-machine-learning-project-lifecycle/02_steps-of-an-ml-project.mp4 | 9.04 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/02_the-machine-learning-project-lifecycle/03_case-study-speech-recognition.en.srt | 15.73 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/02_the-machine-learning-project-lifecycle/03_case-study-speech-recognition.en.txt | 9.99 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/02_the-machine-learning-project-lifecycle/03_case-study-speech-recognition.mp4 | 24.28 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/02_the-machine-learning-project-lifecycle/04_course-outline.en.srt | 4.70 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/02_the-machine-learning-project-lifecycle/04_course-outline.en.txt | 2.45 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/02_the-machine-learning-project-lifecycle/04_course-outline.mp4 | 6.44 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/03_deployment/01_key-challenges.en.srt | 22.98 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/03_deployment/01_key-challenges.en.txt | 12.01 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/03_deployment/01_key-challenges.mp4 | 25.62 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/03_deployment/02_the-machine-learning-project-lifecycle_exam.html | 4.70 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/03_deployment/03_deployment-patterns.en.srt | 16.45 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/03_deployment/03_deployment-patterns.en.txt | 10.61 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/03_deployment/03_deployment-patterns.mp4 | 20.05 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/03_deployment/04_monitoring.en.srt | 17.19 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/03_deployment/04_monitoring.en.txt | 9.17 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/03_deployment/04_monitoring.mp4 | 18.25 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/03_deployment/05_pipeline-monitoring.en.srt | 12.88 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/03_deployment/05_pipeline-monitoring.en.txt | 8.20 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/03_deployment/05_pipeline-monitoring.mp4 | 16.17 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/03_deployment/06_week-1-optional-references_2010.02013 | 49.27 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/03_deployment/06_week-1-optional-references_2011.09926 | 46.41 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/03_deployment/06_week-1-optional-references_86df7dcfd896fcaf2674f757a2463eba-Paper.pdf | 161.73 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/03_deployment/06_week-1-optional-references_instructions.html | 2.64 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/04_graded-assessment/01_deployment_exam.html | 5.82 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/05_ungraded-lab/01_ungraded-lab-deploying-a-deep-learning-model-local-setup_instructions.html | 2.25 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/01_selecting-and-training-a-model/01_modeling-overview.en.srt | 4.69 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/01_selecting-and-training-a-model/01_modeling-overview.en.txt | 2.48 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/01_selecting-and-training-a-model/01_modeling-overview.mp4 | 9.40 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/01_selecting-and-training-a-model/02_key-challenges.en.srt | 6.63 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/01_selecting-and-training-a-model/02_key-challenges.en.txt | 4.35 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/01_selecting-and-training-a-model/02_key-challenges.mp4 | 8.98 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/01_selecting-and-training-a-model/03_why-low-average-error-isn-t-good-enough.en.srt | 16.76 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/01_selecting-and-training-a-model/03_why-low-average-error-isn-t-good-enough.en.txt | 8.87 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/01_selecting-and-training-a-model/03_why-low-average-error-isn-t-good-enough.mp4 | 18.07 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/01_selecting-and-training-a-model/04_establish-a-baseline.en.srt | 12.71 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/01_selecting-and-training-a-model/04_establish-a-baseline.en.txt | 6.73 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/01_selecting-and-training-a-model/04_establish-a-baseline.mp4 | 15.99 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/01_selecting-and-training-a-model/05_tips-for-getting-started.en.srt | 10.33 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/01_selecting-and-training-a-model/05_tips-for-getting-started.en.txt | 5.44 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/01_selecting-and-training-a-model/05_tips-for-getting-started.mp4 | 11.07 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/01_selecting-and-training-a-model/06_selecting-and-training-a-model_exam.html | 4.98 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/02_error-analysis-and-performance-auditing/01_error-analysis-example.en.srt | 11.22 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/02_error-analysis-and-performance-auditing/01_error-analysis-example.en.txt | 7.09 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/02_error-analysis-and-performance-auditing/01_error-analysis-example.mp4 | 13.74 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/02_error-analysis-and-performance-auditing/02_prioritizing-what-to-work-on.en.srt | 8.92 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/02_error-analysis-and-performance-auditing/02_prioritizing-what-to-work-on.en.txt | 4.79 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/02_error-analysis-and-performance-auditing/02_prioritizing-what-to-work-on.mp4 | 10.23 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/02_error-analysis-and-performance-auditing/03_skewed-datasets.en.srt | 16.52 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/02_error-analysis-and-performance-auditing/03_skewed-datasets.en.txt | 8.80 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/02_error-analysis-and-performance-auditing/03_skewed-datasets.mp4 | 20.11 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/02_error-analysis-and-performance-auditing/04_performance-auditing.en.srt | 10.14 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/02_error-analysis-and-performance-auditing/04_performance-auditing.en.txt | 6.52 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/02_error-analysis-and-performance-auditing/04_performance-auditing.mp4 | 15.76 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/03_data-iteration/01_data-centric-ai-development.en.srt | 4.04 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/03_data-iteration/01_data-centric-ai-development.en.txt | 2.19 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/03_data-iteration/01_data-centric-ai-development.mp4 | 7.52 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/03_data-iteration/02_a-useful-picture-of-data-augmentation.en.srt | 7.32 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/03_data-iteration/02_a-useful-picture-of-data-augmentation.en.txt | 4.68 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/03_data-iteration/02_a-useful-picture-of-data-augmentation.mp4 | 11.36 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/03_data-iteration/03_data-augmentation.en.srt | 14.10 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/03_data-iteration/03_data-augmentation.en.txt | 7.37 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/03_data-iteration/03_data-augmentation.mp4 | 16.04 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/03_data-iteration/04_can-adding-data-hurt.en.srt | 7.26 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/03_data-iteration/04_can-adding-data-hurt.en.txt | 4.68 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/03_data-iteration/04_can-adding-data-hurt.mp4 | 14.57 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/03_data-iteration/05_adding-features.en.srt | 11.31 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/03_data-iteration/05_adding-features.en.txt | 7.38 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/03_data-iteration/05_adding-features.mp4 | 18.10 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/03_data-iteration/06_experiment-tracking.en.srt | 7.39 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/03_data-iteration/06_experiment-tracking.en.txt | 3.94 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/03_data-iteration/06_experiment-tracking.mp4 | 8.86 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/03_data-iteration/07_from-big-data-to-good-data.en.srt | 4.26 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/03_data-iteration/07_from-big-data-to-good-data.en.txt | 2.71 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/03_data-iteration/07_from-big-data-to-good-data.mp4 | 8.52 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/03_data-iteration/08_week-2-optional-references_1912.02292 | 45.42 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/03_data-iteration/08_week-2-optional-references_2004.07213v2 | 53.28 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/03_data-iteration/08_week-2-optional-references_instructions.html | 2.20 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/04_graded-assessment/01_modeling-challenges_exam.html | 6.39 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/01_define-data-and-establish-baseline/01_why-is-data-definition-hard.en.srt | 7.35 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/01_define-data-and-establish-baseline/01_why-is-data-definition-hard.en.txt | 3.91 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/01_define-data-and-establish-baseline/01_why-is-data-definition-hard.mp4 | 10.06 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/01_define-data-and-establish-baseline/02_more-label-ambiguity-examples.en.srt | 12.81 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/01_define-data-and-establish-baseline/02_more-label-ambiguity-examples.en.txt | 6.76 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/01_define-data-and-establish-baseline/02_more-label-ambiguity-examples.mp4 | 14.53 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/01_define-data-and-establish-baseline/03_major-types-of-data-problems.en.srt | 14.31 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/01_define-data-and-establish-baseline/03_major-types-of-data-problems.en.txt | 9.25 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/01_define-data-and-establish-baseline/03_major-types-of-data-problems.mp4 | 20.00 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/01_define-data-and-establish-baseline/04_small-data-and-label-consistency.en.srt | 10.62 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/01_define-data-and-establish-baseline/04_small-data-and-label-consistency.en.txt | 6.66 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/01_define-data-and-establish-baseline/04_small-data-and-label-consistency.mp4 | 15.30 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/01_define-data-and-establish-baseline/05_improving-label-consistency.en.srt | 14.00 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/01_define-data-and-establish-baseline/05_improving-label-consistency.en.txt | 7.47 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/01_define-data-and-establish-baseline/05_improving-label-consistency.mp4 | 16.04 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/01_define-data-and-establish-baseline/06_human-level-performance-hlp.en.srt | 13.03 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/01_define-data-and-establish-baseline/06_human-level-performance-hlp.en.txt | 8.21 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/01_define-data-and-establish-baseline/06_human-level-performance-hlp.mp4 | 18.51 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/01_define-data-and-establish-baseline/07_raising-hlp.en.srt | 13.03 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/01_define-data-and-establish-baseline/07_raising-hlp.en.txt | 6.95 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/01_define-data-and-establish-baseline/07_raising-hlp.mp4 | 21.81 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/02_label-and-organize-data/01_obtaining-data.en.srt | 18.67 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/02_label-and-organize-data/01_obtaining-data.en.txt | 9.96 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/02_label-and-organize-data/01_obtaining-data.mp4 | 20.71 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/02_label-and-organize-data/02_data-pipeline.en.srt | 8.59 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/02_label-and-organize-data/02_data-pipeline.en.txt | 4.56 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/02_label-and-organize-data/02_data-pipeline.mp4 | 10.66 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/02_label-and-organize-data/03_meta-data-data-provenance-and-lineage.en.srt | 14.36 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/02_label-and-organize-data/03_meta-data-data-provenance-and-lineage.en.txt | 7.63 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/02_label-and-organize-data/03_meta-data-data-provenance-and-lineage.mp4 | 16.09 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/02_label-and-organize-data/04_balanced-train-dev-test-splits.en.srt | 5.16 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/02_label-and-organize-data/04_balanced-train-dev-test-splits.en.txt | 3.28 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/02_label-and-organize-data/04_balanced-train-dev-test-splits.mp4 | 10.81 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/02_label-and-organize-data/05_data-stage-of-the-ml-production-lifecycle_exam.html | 823.75 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/03_scoping-optional/01_what-is-scoping.en.srt | 3.42 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/03_scoping-optional/01_what-is-scoping.en.txt | 2.23 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/03_scoping-optional/01_what-is-scoping.mp4 | 8.11 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/03_scoping-optional/02_scoping-process.en.srt | 8.92 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/03_scoping-optional/02_scoping-process.en.txt | 5.74 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/03_scoping-optional/02_scoping-process.mp4 | 13.49 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/03_scoping-optional/03_diligence-on-feasibility-and-value.en.srt | 22.26 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/03_scoping-optional/03_diligence-on-feasibility-and-value.en.txt | 11.60 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/03_scoping-optional/03_diligence-on-feasibility-and-value.mp4 | 23.23 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/03_scoping-optional/04_diligence-on-value.en.srt | 11.02 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/03_scoping-optional/04_diligence-on-value.en.txt | 5.79 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/03_scoping-optional/04_diligence-on-value.mp4 | 13.19 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/03_scoping-optional/05_milestones-and-resourcing.en.srt | 4.26 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/03_scoping-optional/05_milestones-and-resourcing.en.txt | 2.24 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/03_scoping-optional/05_milestones-and-resourcing.mp4 | 4.78 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/03_scoping-optional/06_week-3-optional-references_1706.06969.pdf | 5.36 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/03_scoping-optional/06_week-3-optional-references_DLDL.html | 11.77 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/03_scoping-optional/06_week-3-optional-references_instructions.html | 2.06 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/03_scoping-optional/07_scoping-optional_quiz.html | 6.13 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/04_course-resources/01_references_1706.06969.pdf | 5.36 MB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/04_course-resources/01_references_1912.02292 | 45.42 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/04_course-resources/01_references_2004.07213v2 | 53.28 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/04_course-resources/01_references_2010.02013 | 49.27 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/04_course-resources/01_references_2011.09926 | 46.41 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/04_course-resources/01_references_86df7dcfd896fcaf2674f757a2463eba-Paper.pdf | 161.73 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/04_course-resources/01_references_DLDL.html | 11.77 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/04_course-resources/01_references_instructions.html | 5.13 KB |
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/05_acknowledgements/01_acknowledgments_instructions.html | 4.06 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/01_a-conversation-with-andrew-ng-robert-crowe-and-laurence-moroney/01_specialization-overview.en.srt | 11.20 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/01_a-conversation-with-andrew-ng-robert-crowe-and-laurence-moroney/01_specialization-overview.en.txt | 5.84 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/01_a-conversation-with-andrew-ng-robert-crowe-and-laurence-moroney/01_specialization-overview.mp4 | 39.95 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/01_a-conversation-with-andrew-ng-robert-crowe-and-laurence-moroney/02_course-overview.en.srt | 3.81 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/01_a-conversation-with-andrew-ng-robert-crowe-and-laurence-moroney/02_course-overview.en.txt | 2.03 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/01_a-conversation-with-andrew-ng-robert-crowe-and-laurence-moroney/02_course-overview.mp4 | 13.70 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/02_introduction-to-machine-learning-engineering-in-production/01_overview.en.srt | 15.88 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/02_introduction-to-machine-learning-engineering-in-production/01_overview.en.txt | 8.36 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/02_introduction-to-machine-learning-engineering-in-production/01_overview.mp4 | 18.03 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/02_introduction-to-machine-learning-engineering-in-production/02_ml-pipelines.en.srt | 9.64 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/02_introduction-to-machine-learning-engineering-in-production/02_ml-pipelines.en.txt | 5.03 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/02_introduction-to-machine-learning-engineering-in-production/02_ml-pipelines.mp4 | 10.20 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/03_collecting-data/01_importance-of-data.en.srt | 10.93 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/03_collecting-data/01_importance-of-data.en.txt | 7.03 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/03_collecting-data/01_importance-of-data.mp4 | 12.61 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/03_collecting-data/02_example-application-suggesting-runs.en.srt | 12.66 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/03_collecting-data/02_example-application-suggesting-runs.en.txt | 6.62 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/03_collecting-data/02_example-application-suggesting-runs.mp4 | 10.98 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/03_collecting-data/03_responsible-data-security-privacy-fairness.en.srt | 13.89 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/03_collecting-data/03_responsible-data-security-privacy-fairness.en.txt | 8.70 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/03_collecting-data/03_responsible-data-security-privacy-fairness.mp4 | 14.80 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/04_labeling-data/01_case-study-degraded-model-performance.en.srt | 11.06 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/04_labeling-data/01_case-study-degraded-model-performance.en.txt | 6.76 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/04_labeling-data/01_case-study-degraded-model-performance.mp4 | 15.02 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/04_labeling-data/02_data-and-concept-change-in-production-ml.en.srt | 8.53 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/04_labeling-data/02_data-and-concept-change-in-production-ml.en.txt | 4.56 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/04_labeling-data/02_data-and-concept-change-in-production-ml.mp4 | 8.08 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/04_labeling-data/03_process-feedback-and-human-labeling.en.srt | 16.77 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/04_labeling-data/03_process-feedback-and-human-labeling.en.txt | 8.88 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/04_labeling-data/03_process-feedback-and-human-labeling.mp4 | 14.56 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/05_validating-data/01_detecting-data-issues.en.srt | 10.58 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/05_validating-data/01_detecting-data-issues.en.txt | 5.60 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/05_validating-data/01_detecting-data-issues.mp4 | 12.44 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/05_validating-data/02_tensorflow-data-validation.en.srt | 8.64 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/05_validating-data/02_tensorflow-data-validation.en.txt | 4.58 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/05_validating-data/02_tensorflow-data-validation.mp4 | 8.82 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/05_validating-data/03_week-1-optional-references_2010.02013 | 49.27 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/05_validating-data/03_week-1-optional-references_2011.09926 | 46.41 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/05_validating-data/03_week-1-optional-references_86df7dcfd896fcaf2674f757a2463eba-Paper.pdf | 161.73 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/05_validating-data/03_week-1-optional-references_instructions.html | 3.59 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/05_validating-data/03_week-1-optional-references_introducing-inclusive-images-competition.html | 308.64 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/05_validating-data/04_optional-downloading-your-notebook-and-refreshing-your-workspace_instructions.html | 3.75 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/06_assignment/01_partial-grading-for-assignments_instructions.html | 101.41 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/01_feature-engineering/01_introduction-to-preprocessing.en.srt | 7.29 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/01_feature-engineering/01_introduction-to-preprocessing.en.txt | 4.68 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/01_feature-engineering/01_introduction-to-preprocessing.mp4 | 10.05 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/01_feature-engineering/02_preprocessing-operations.en.srt | 9.33 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/01_feature-engineering/02_preprocessing-operations.en.txt | 4.92 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/01_feature-engineering/02_preprocessing-operations.mp4 | 11.82 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/01_feature-engineering/03_feature-engineering-techniques.en.srt | 15.18 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/01_feature-engineering/03_feature-engineering-techniques.en.txt | 7.91 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/01_feature-engineering/03_feature-engineering-techniques.mp4 | 20.32 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/01_feature-engineering/04_feature-crosses.en.srt | 5.05 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/01_feature-engineering/04_feature-crosses.en.txt | 2.67 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/01_feature-engineering/04_feature-crosses.mp4 | 5.28 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/02_feature-transformation-at-scale/01_preprocessing-data-at-scale.en.srt | 15.68 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/02_feature-transformation-at-scale/01_preprocessing-data-at-scale.en.txt | 9.88 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/02_feature-transformation-at-scale/01_preprocessing-data-at-scale.mp4 | 17.63 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/02_feature-transformation-at-scale/02_tensorflow-transform.en.srt | 20.54 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/02_feature-transformation-at-scale/02_tensorflow-transform.en.txt | 10.73 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/02_feature-transformation-at-scale/02_tensorflow-transform.mp4 | 17.53 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/02_feature-transformation-at-scale/03_hello-world-with-tf-transform.en.srt | 9.11 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/02_feature-transformation-at-scale/03_hello-world-with-tf-transform.en.txt | 5.70 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/02_feature-transformation-at-scale/03_hello-world-with-tf-transform.mp4 | 10.38 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/03_feature-selection/01_feature-spaces.en.srt | 6.60 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/03_feature-selection/01_feature-spaces.en.txt | 4.05 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/03_feature-selection/01_feature-spaces.mp4 | 6.32 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/03_feature-selection/02_feature-selection.en.srt | 5.73 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/03_feature-selection/02_feature-selection.en.txt | 3.58 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/03_feature-selection/02_feature-selection.mp4 | 5.71 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/03_feature-selection/03_filter-methods.en.srt | 9.64 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/03_feature-selection/03_filter-methods.en.txt | 5.03 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/03_feature-selection/03_filter-methods.mp4 | 8.01 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/03_feature-selection/04_wrapper-methods.en.srt | 7.85 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/03_feature-selection/04_wrapper-methods.en.txt | 4.16 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/03_feature-selection/04_wrapper-methods.mp4 | 7.13 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/03_feature-selection/05_embedded-methods.en.srt | 7.11 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/03_feature-selection/05_embedded-methods.en.txt | 4.43 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/03_feature-selection/05_embedded-methods.mp4 | 7.49 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/03_feature-selection/06_week-2-optional-references_instructions.html | 2.45 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/03_feature-selection/06_week-2-optional-references_preprocessing-for-machine-learning-with.html | 305.80 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/03_feature-selection/06_week-2-optional-references_shampoo.csv | 519 B |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/01_data-journey-and-data-storage/01_data-journey.en.srt | 9.60 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/01_data-journey-and-data-storage/01_data-journey.en.txt | 5.16 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/01_data-journey-and-data-storage/01_data-journey.mp4 | 10.60 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/01_data-journey-and-data-storage/02_introduction-to-ml-metadata.en.srt | 10.28 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/01_data-journey-and-data-storage/02_introduction-to-ml-metadata.en.txt | 6.39 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/01_data-journey-and-data-storage/02_introduction-to-ml-metadata.mp4 | 13.16 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/01_data-journey-and-data-storage/03_ml-metadata-in-action.en.srt | 6.93 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/01_data-journey-and-data-storage/03_ml-metadata-in-action.en.txt | 3.68 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/01_data-journey-and-data-storage/03_ml-metadata-in-action.mp4 | 6.19 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/02_evolving-data/01_schema-development.en.srt | 7.11 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/02_evolving-data/01_schema-development.en.txt | 3.73 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/02_evolving-data/01_schema-development.mp4 | 6.10 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/02_evolving-data/02_schema-environments.en.srt | 6.06 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/02_evolving-data/02_schema-environments.en.txt | 3.22 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/02_evolving-data/02_schema-environments.mp4 | 5.08 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/03_enterprise-data-storage/01_feature-stores.en.srt | 8.50 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/03_enterprise-data-storage/01_feature-stores.en.txt | 5.29 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/03_enterprise-data-storage/01_feature-stores.mp4 | 10.96 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/03_enterprise-data-storage/02_data-warehouse.en.srt | 5.48 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/03_enterprise-data-storage/02_data-warehouse.en.txt | 2.93 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/03_enterprise-data-storage/02_data-warehouse.mp4 | 5.92 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/03_enterprise-data-storage/03_data-lakes.en.srt | 3.63 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/03_enterprise-data-storage/03_data-lakes.en.txt | 1.98 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/03_enterprise-data-storage/03_data-lakes.mp4 | 4.75 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/03_week-3-data-journey-and-data-storage/03_enterprise-data-storage/04_week-3-optional-references_instructions.html | 3.18 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/01_advanced-labeling-optional/01_semi-supervised-learning.en.srt | 7.04 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/01_advanced-labeling-optional/01_semi-supervised-learning.en.txt | 3.77 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/01_advanced-labeling-optional/01_semi-supervised-learning.mp4 | 6.49 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/01_advanced-labeling-optional/02_active-learning.en.srt | 7.26 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/01_advanced-labeling-optional/02_active-learning.en.txt | 3.85 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/01_advanced-labeling-optional/02_active-learning.mp4 | 5.97 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/01_advanced-labeling-optional/03_weak-supervision.en.srt | 6.88 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/01_advanced-labeling-optional/03_weak-supervision.en.txt | 4.36 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/01_advanced-labeling-optional/03_weak-supervision.mp4 | 6.95 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/02_data-augmentation-optional/01_data-augmentation.en.srt | 5.60 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/02_data-augmentation-optional/01_data-augmentation.en.txt | 3.59 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/02_data-augmentation-optional/01_data-augmentation.mp4 | 6.17 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/03_preprocessing-different-data-types-optional/01_time-series.en.srt | 11.27 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/03_preprocessing-different-data-types-optional/01_time-series.en.txt | 7.04 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/03_preprocessing-different-data-types-optional/01_time-series.mp4 | 12.65 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/03_preprocessing-different-data-types-optional/02_sensors-and-signals.en.srt | 3.90 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/03_preprocessing-different-data-types-optional/02_sensors-and-signals.en.txt | 2.52 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/03_preprocessing-different-data-types-optional/02_sensors-and-signals.mp4 | 4.34 MB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/03_preprocessing-different-data-types-optional/03_week-4-optional-references_1904.04717.pdf | 611.55 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/03_preprocessing-different-data-types-optional/03_week-4-optional-references_cifar.html | 19.77 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/03_preprocessing-different-data-types-optional/03_week-4-optional-references_dataset.php | 26.66 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/03_preprocessing-different-data-types-optional/03_week-4-optional-references_improving-deep-learning-performance.html | 310.37 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/03_preprocessing-different-data-types-optional/03_week-4-optional-references_instructions.html | 2.81 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/04_course-resources/01_course-2-optional-references_1904.04717.pdf | 611.55 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/04_course-resources/01_course-2-optional-references_2010.02013 | 49.27 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/04_course-resources/01_course-2-optional-references_2011.09926 | 46.41 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/04_course-resources/01_course-2-optional-references_86df7dcfd896fcaf2674f757a2463eba-Paper.pdf | 161.73 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/04_course-resources/01_course-2-optional-references_cifar.html | 19.77 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/04_course-resources/01_course-2-optional-references_dataset.php | 26.66 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/04_course-resources/01_course-2-optional-references_improving-deep-learning-performance.html | 310.37 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/04_course-resources/01_course-2-optional-references_instructions.html | 8.84 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/04_course-resources/01_course-2-optional-references_introducing-inclusive-images-competition.html | 308.64 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/04_course-resources/01_course-2-optional-references_preprocessing-for-machine-learning-with.html | 305.80 KB |
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/04_week-4-optional-advanced-labeling-augmentation-and-data-preprocessing/05_acknowledgements/01_acknowledegements_instructions.html | 4.93 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/01_a-conversation-with-andrew-ng-robert-crowe-and-laurence-moroney/01_course-overview.en.srt | 3.91 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/01_a-conversation-with-andrew-ng-robert-crowe-and-laurence-moroney/01_course-overview.en.txt | 2.12 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/01_a-conversation-with-andrew-ng-robert-crowe-and-laurence-moroney/01_course-overview.mp4 | 10.47 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/02_hyperparameter-tuning-searching-for-the-best-architecture/01_hyperparameter-tuning.en.srt | 5.52 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/02_hyperparameter-tuning-searching-for-the-best-architecture/01_hyperparameter-tuning.en.txt | 2.90 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/02_hyperparameter-tuning-searching-for-the-best-architecture/01_hyperparameter-tuning.mp4 | 6.59 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/02_hyperparameter-tuning-searching-for-the-best-architecture/02_keras-autotuner-demo.en.srt | 7.36 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/02_hyperparameter-tuning-searching-for-the-best-architecture/02_keras-autotuner-demo.en.txt | 4.51 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/02_hyperparameter-tuning-searching-for-the-best-architecture/02_keras-autotuner-demo.mp4 | 9.08 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/02_hyperparameter-tuning-searching-for-the-best-architecture/03_ungraded-lab-intro-to-keras-tuner_C3_W1_Lab_1_Keras_Tuner.ipynb | 74.75 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/02_hyperparameter-tuning-searching-for-the-best-architecture/03_ungraded-lab-intro-to-keras-tuner_instructions.html | 1.96 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/03_automl/01_intro-to-automl.en.srt | 7.23 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/03_automl/01_intro-to-automl.en.txt | 4.62 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/03_automl/01_intro-to-automl.mp4 | 7.90 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/03_automl/02_understanding-search-spaces.en.srt | 2.31 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/03_automl/02_understanding-search-spaces.en.txt | 1.45 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/03_automl/02_understanding-search-spaces.mp4 | 2.68 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/03_automl/03_search-strategies.en.srt | 5.97 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/03_automl/03_search-strategies.en.txt | 3.78 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/03_automl/03_search-strategies.mp4 | 6.78 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/03_automl/04_neural-architecture-search_1603.01670 | 45.60 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/03_automl/04_neural-architecture-search_1611.01578.pdf | 716.02 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/03_automl/04_neural-architecture-search_1712.00559.pdf | 1.15 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/03_automl/04_neural-architecture-search_1808.05377.pdf | 501.88 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/03_automl/04_neural-architecture-search_instructions.html | 1.85 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/03_automl/05_measuring-automl-efficacy.en.srt | 4.80 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/03_automl/05_measuring-automl-efficacy.en.txt | 3.12 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/03_automl/05_measuring-automl-efficacy.mp4 | 5.37 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/03_automl/06_automl-on-the-cloud.en.srt | 12.89 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/03_automl/06_automl-on-the-cloud.en.txt | 6.87 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/03_automl/06_automl-on-the-cloud.mp4 | 11.84 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/03_automl/07_automl_instructions.html | 1.56 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/04_assignment-classify-images-of-clouds-in-the-cloud-with-automl-vision/01_assignment-setup.en.srt | 2.05 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/04_assignment-classify-images-of-clouds-in-the-cloud-with-automl-vision/01_assignment-setup.en.txt | 1.06 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/04_assignment-classify-images-of-clouds-in-the-cloud-with-automl-vision/01_assignment-setup.mp4 | 1.98 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/04_assignment-classify-images-of-clouds-in-the-cloud-with-automl-vision/02_week-1-wrap-up.en.srt | 485 B |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/04_assignment-classify-images-of-clouds-in-the-cloud-with-automl-vision/02_week-1-wrap-up.en.txt | 255 B |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/01_week-1-neural-architecture-search/04_assignment-classify-images-of-clouds-in-the-cloud-with-automl-vision/02_week-1-wrap-up.mp4 | 1.21 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/01_dimensionality-effect-on-performance.en.srt | 10.00 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/01_dimensionality-effect-on-performance.en.txt | 6.41 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/01_dimensionality-effect-on-performance.mp4 | 15.06 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/02_curse-of-dimensionality.en.srt | 12.59 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/02_curse-of-dimensionality.en.txt | 7.91 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/02_curse-of-dimensionality.mp4 | 13.83 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/03_curse-of-dimensionality-an-example.en.srt | 5.55 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/03_curse-of-dimensionality-an-example.en.txt | 3.53 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/03_curse-of-dimensionality-an-example.mp4 | 6.47 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/04_manual-dimensionality-reduction.en.srt | 7.07 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/04_manual-dimensionality-reduction.en.txt | 4.59 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/04_manual-dimensionality-reduction.mp4 | 7.60 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/05_manual-dimensionality-reduction-case-study.en.srt | 8.89 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/05_manual-dimensionality-reduction-case-study.en.txt | 5.61 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/05_manual-dimensionality-reduction-case-study.mp4 | 9.97 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/06_ungraded-lab-manual-feature-engineering_C3_W2_Lab_1_Manual_Dimensionality.ipynb | 74.74 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/06_ungraded-lab-manual-feature-engineering_instructions.html | 1.64 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/07_algorithmic-dimensionality-reduction.en.srt | 3.91 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/07_algorithmic-dimensionality-reduction.en.txt | 2.03 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/07_algorithmic-dimensionality-reduction.mp4 | 3.42 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/08_principal-components-analysis.en.srt | 11.22 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/08_principal-components-analysis.en.txt | 5.89 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/08_principal-components-analysis.mp4 | 12.78 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/09_other-techniques.en.srt | 8.92 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/09_other-techniques.en.txt | 5.65 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/09_other-techniques.mp4 | 10.83 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/10_dimensionality-reduction-techniques_1404.1100.pdf | 377.45 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/10_dimensionality-reduction-techniques_1404.2986.pdf | 1.34 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/10_dimensionality-reduction-techniques_instructions.html | 1.57 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/11_ungraded-lab-algorithmic-dimensionality-reduction_C3_W2_Lab_2_Algorithmic_Dimensionality.ipynb | 74.77 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/01_dimensionality-reduction/11_ungraded-lab-algorithmic-dimensionality-reduction_instructions.html | 1.81 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/02_quantization-and-pruning/01_mobile-iot-and-similar-use-cases.en.srt | 11.87 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/02_quantization-and-pruning/01_mobile-iot-and-similar-use-cases.en.txt | 6.27 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/02_quantization-and-pruning/01_mobile-iot-and-similar-use-cases.mp4 | 10.18 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/02_quantization-and-pruning/02_benefits-and-process-of-quantization.en.srt | 13.48 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/02_quantization-and-pruning/02_benefits-and-process-of-quantization.en.txt | 7.13 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/02_quantization-and-pruning/02_benefits-and-process-of-quantization.mp4 | 13.66 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/02_quantization-and-pruning/03_post-training-quantization.en.srt | 7.75 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/02_quantization-and-pruning/03_post-training-quantization.en.txt | 4.10 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/02_quantization-and-pruning/03_post-training-quantization.mp4 | 8.65 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/02_quantization-and-pruning/04_quantization-aware-training.en.srt | 6.75 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/02_quantization-and-pruning/04_quantization-aware-training.en.txt | 3.57 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/02_quantization-and-pruning/04_quantization-aware-training.mp4 | 6.26 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/02_quantization-and-pruning/05_quantization_1712.05877 | 46.04 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/02_quantization-and-pruning/05_quantization_instructions.html | 1.64 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/02_quantization-and-pruning/06_pruning.en.srt | 18.86 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/02_quantization-and-pruning/06_pruning.en.txt | 10.02 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/02_quantization-and-pruning/06_pruning.mp4 | 20.42 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/02_quantization-and-pruning/07_pruning_1803.03635 | 47.30 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/02_quantization-and-pruning/07_pruning_instructions.html | 1.39 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/02_quantization-and-pruning/07_pruning_lecun-90b.pdf | 117.91 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/02_quantization-and-pruning/08_ungraded-lab-quantization-and-pruning_C3_W2_Lab_3_Quantization_and_Pruning.ipynb | 74.75 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/02_quantization-and-pruning/08_ungraded-lab-quantization-and-pruning_instructions.html | 1.55 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/01_high-performance-modeling/01_distributed-training.en.srt | 13.86 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/01_high-performance-modeling/01_distributed-training.en.txt | 8.63 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/01_high-performance-modeling/01_distributed-training.mp4 | 15.94 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/01_high-performance-modeling/02_ungraded-lab-distributed-strategies-with-tf-and-keras_C3_W3_Lab_1_Distributed_Training.ipynb | 74.75 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/01_high-performance-modeling/02_ungraded-lab-distributed-strategies-with-tf-and-keras_instructions.html | 1.63 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/01_high-performance-modeling/03_high-performance-ingestion.en.srt | 18.40 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/01_high-performance-modeling/03_high-performance-ingestion.en.txt | 9.72 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/01_high-performance-modeling/03_high-performance-ingestion.mp4 | 15.77 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/01_high-performance-modeling/04_training-large-models-the-rise-of-giant-neural-nets-and-parallelism.en.srt | 20.56 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/01_high-performance-modeling/04_training-large-models-the-rise-of-giant-neural-nets-and-parallelism.en.txt | 10.83 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/01_high-performance-modeling/04_training-large-models-the-rise-of-giant-neural-nets-and-parallelism.mp4 | 17.68 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/01_high-performance-modeling/05_high-performance-modeling_1806.03377 | 45.02 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/01_high-performance-modeling/05_high-performance-modeling_1811.06965 | 47.73 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/01_high-performance-modeling/05_high-performance-modeling_instructions.html | 1.68 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/01_high-performance-modeling/05_high-performance-modeling_introducing-gpipe-open-source-library.html | 313.72 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/02_knowledge-distillation/01_teacher-and-student-networks.en.srt | 4.87 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/02_knowledge-distillation/01_teacher-and-student-networks.en.txt | 2.55 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/02_knowledge-distillation/01_teacher-and-student-networks.mp4 | 4.35 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/02_knowledge-distillation/02_knowledge-distillation-techniques.en.srt | 13.58 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/02_knowledge-distillation/02_knowledge-distillation-techniques.en.txt | 7.16 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/02_knowledge-distillation/02_knowledge-distillation-techniques.mp4 | 12.35 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/02_knowledge-distillation/03_ungraded-lab-knowledge-distillation_C3_W3_Lab_2_Knowledge_Distillation.ipynb | 74.75 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/02_knowledge-distillation/03_ungraded-lab-knowledge-distillation_instructions.html | 1.53 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/02_knowledge-distillation/04_case-study-how-to-distill-knowledge-for-a-q-a-task.en.srt | 10.78 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/02_knowledge-distillation/04_case-study-how-to-distill-knowledge-for-a-q-a-task.en.txt | 6.72 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/02_knowledge-distillation/04_case-study-how-to-distill-knowledge-for-a-q-a-task.mp4 | 13.78 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/02_knowledge-distillation/05_knowledge-distillation_1503.02531.pdf | 104.13 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/02_knowledge-distillation/05_knowledge-distillation_1910.08381.pdf | 619.11 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/03_week-3-high-performance-modeling/02_knowledge-distillation/05_knowledge-distillation_instructions.html | 1.40 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/01_model-analysis-overview/01_model-performance-analysis.en.srt | 11.90 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/01_model-analysis-overview/01_model-performance-analysis.en.txt | 6.19 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/01_model-analysis-overview/01_model-performance-analysis.mp4 | 15.69 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/01_model-analysis-overview/02_tensorboard_instructions.html | 1.25 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/01_introduction-to-tensorflow-model-analysis.en.srt | 9.68 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/01_introduction-to-tensorflow-model-analysis.en.txt | 5.17 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/01_introduction-to-tensorflow-model-analysis.mp4 | 9.24 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/02_tfma-in-practice.en.srt | 5.80 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/02_tfma-in-practice.en.txt | 3.09 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/02_tfma-in-practice.mp4 | 5.52 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/03_tensorflow-model-analysis_instructions.html | 1.46 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/03_tensorflow-model-analysis_introducing-tensorflow-model-analysis.html | 86.13 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/04_model-debugging-overview.en.srt | 4.86 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/04_model-debugging-overview.en.txt | 3.04 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/04_model-debugging-overview.mp4 | 4.72 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/05_benchmark-models.en.srt | 2.07 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/05_benchmark-models.en.txt | 1.08 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/05_benchmark-models.mp4 | 1.57 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/06_sensitivity-analysis-and-adversarial-attacks.en.srt | 12.37 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/06_sensitivity-analysis-and-adversarial-attacks.en.txt | 7.90 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/06_sensitivity-analysis-and-adversarial-attacks.mp4 | 13.76 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/07_adversarial-attack-demo.en.srt | 4.91 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/07_adversarial-attack-demo.en.txt | 3.06 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/07_adversarial-attack-demo.mp4 | 11.36 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/08_sensitivity-analysis-and-adversarial-attacks_1412.6572 | 43.65 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/08_sensitivity-analysis-and-adversarial-attacks_adversarial_fgsm.ipynb | 74.69 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/08_sensitivity-analysis-and-adversarial-attacks_instructions.html | 1.74 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/09_residual-analysis.en.srt | 3.32 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/09_residual-analysis.en.txt | 2.17 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/09_residual-analysis.mp4 | 3.09 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/10_model-remediation.en.srt | 6.08 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/10_model-remediation.en.txt | 3.90 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/10_model-remediation.mp4 | 6.21 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/11_fairness.en.srt | 6.98 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/11_fairness.en.txt | 3.74 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/11_fairness.mp4 | 5.27 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/12_measuring-fairness.en.srt | 9.14 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/12_measuring-fairness.en.txt | 4.81 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/12_measuring-fairness.mp4 | 8.01 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/13_model-remediation-and-fairness_1904.13341.pdf | 1.16 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/02_advanced-model-analysis-and-debugging/13_model-remediation-and-fairness_instructions.html | 1.97 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/03_continuous-evaluation-and-monitoring/01_continuous-evaluation-and-monitoring.en.srt | 23.42 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/03_continuous-evaluation-and-monitoring/01_continuous-evaluation-and-monitoring.en.txt | 12.45 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/03_continuous-evaluation-and-monitoring/01_continuous-evaluation-and-monitoring.mp4 | 23.54 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/03_continuous-evaluation-and-monitoring/02_continuous-evaluation-and-monitoring_1704.00023.pdf | 2.68 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/03_continuous-evaluation-and-monitoring/02_continuous-evaluation-and-monitoring_instructions.html | 2.22 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/01_explainable-ai/01_explainable-ai.en.srt | 9.76 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/01_explainable-ai/01_explainable-ai.en.txt | 5.08 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/01_explainable-ai/01_explainable-ai.mp4 | 11.59 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/01_explainable-ai/02_explainable-ai_1910.10045.pdf | 3.65 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/01_explainable-ai/02_explainable-ai_instructions.html | 1.39 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/02_interpretability/01_model-interpretation-methods.en.srt | 14.72 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/02_interpretability/01_model-interpretation-methods.en.txt | 7.89 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/02_interpretability/01_model-interpretation-methods.mp4 | 13.01 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/02_interpretability/02_intrinsically-interpretable-models.en.srt | 16.40 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/02_interpretability/02_intrinsically-interpretable-models.en.txt | 8.71 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/02_interpretability/02_intrinsically-interpretable-models.mp4 | 14.78 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/02_interpretability/03_interpretability_15-243.pdf | 3.24 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/02_interpretability/03_interpretability_instructions.html | 1.61 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/01_model-agnostic-methods.en.srt | 2.45 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/01_model-agnostic-methods.en.txt | 1.53 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/01_model-agnostic-methods.mp4 | 2.46 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/02_partial-dependence-plots.en.srt | 7.23 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/02_partial-dependence-plots.en.txt | 4.55 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/02_partial-dependence-plots.mp4 | 7.41 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/03_permutation-feature-importance.en.srt | 5.11 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/03_permutation-feature-importance.en.txt | 2.73 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/03_permutation-feature-importance.mp4 | 4.47 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/04_permutation-feature-importance_1801.01489 | 46.26 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/04_permutation-feature-importance_instructions.html | 1.27 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/05_ungraded-lab-permutation-feature-importance_C3_W5_Lab_2_Permutation_Importance.ipynb | 74.75 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/05_ungraded-lab-permutation-feature-importance_instructions.html | 1.33 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/06_shapley-values.en.srt | 8.97 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/06_shapley-values.en.txt | 5.76 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/06_shapley-values.mp4 | 10.21 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/07_shapley-additive-explanations-shap.en.srt | 4.21 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/07_shapley-additive-explanations-shap.en.txt | 2.69 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/07_shapley-additive-explanations-shap.mp4 | 4.90 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/08_ungraded-lab-shapley-values_C3_W5_Lab_1_Shap_Values.ipynb | 74.73 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/08_ungraded-lab-shapley-values_instructions.html | 1.50 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/09_understanding-model-predictions_1905.04610 | 48.22 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/09_understanding-model-predictions_8a20a8621978632d76c43dfd28b67767-Paper.pdf | 906.19 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/09_understanding-model-predictions_instructions.html | 1.54 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/10_testing-concept-activation-vectors.en.srt | 4.14 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/10_testing-concept-activation-vectors.en.txt | 2.65 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/10_testing-concept-activation-vectors.mp4 | 5.53 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/11_lime.en.srt | 2.30 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/11_lime.en.txt | 1.21 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/11_lime.mp4 | 2.11 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/12_tcav-and-lime_1711.11279.pdf | 5.98 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/12_tcav-and-lime_instructions.html | 1.34 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/13_ai-explanations.en.srt | 8.46 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/13_ai-explanations.en.txt | 4.50 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/13_ai-explanations.mp4 | 10.35 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/14_ai-explanations_AI_Explainability_Whitepaper.pdf | 649.47 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/03_understanding-model-predictions/14_ai-explanations_instructions.html | 1.33 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_1409.4842 | 44.60 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_1412.6572.pdf | 1012.07 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_15-243.pdf | 3.24 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_1503.02531.pdf | 104.13 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_1511.04508 | 47.26 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_1603.01670 | 45.60 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_1607.02533.pdf | 6.14 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_1611.01578.pdf | 716.02 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_1703.01365.pdf | 3.23 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_1704.00023.pdf | 2.68 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_1707.08945.pdf | 2.15 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_1711.11279.pdf | 5.98 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_1712.00559.pdf | 1.15 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_1712.05877 | 46.04 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_1801.01489 | 46.26 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_1803.03635 | 47.30 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_1806.03377 | 45.02 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_1808.05377.pdf | 501.88 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_1811.06965 | 47.73 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_1904.13341.pdf | 1.16 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_1910.08381 | 45.57 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_1911.04252 | 47.44 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_2010.02013 | 49.27 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_2011.09926 | 46.41 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_AI_Explainability_Whitepaper.pdf | 649.47 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_FPF_WarningSigns_Report.pdf | 2.93 MB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_custom-on-device-ml-models.html | 312.51 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_decomposition.html | 106.33 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_gpipe.py | 399.49 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_instructions.html | 19.73 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_introducing-gpipe-open-source-library.html | 313.72 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_introducing-tensorflow-model-analysis.html | 86.13 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_lecun-90b.pdf | 117.91 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_parsons.pdf | 503.43 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_plot_ica_vs_pca.html | 36.94 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_plot_partial_dependence.html | 116.12 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_quantization-aware-training-with-tensorflow-model-optimization-toolkit.html | 83.67 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/04_course-resources/01_course-3-optional-references_xai_survey_paper_2017.pdf | 89.31 KB |
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/05_week-5-interpretability/05_acknowledgments/01_acknowledgements_instructions.html | 4.02 KB |
http://tracker.foreverpirates.co:80/announce |
http://tracker.openbittorrent.com:80/announce |
udp://9.rarbg.me:2720/announce |
udp://9.rarbg.to:2780/announce |
udp://9.rarbg.to:2900/announce |
udp://coppersurfer.tk:6969/announce |
udp://exodus.desync.com:6969/announce |
udp://explodie.org:6969/announce |
udp://ipv4.tracker.harry.lu:80/announce |
udp://open.stealth.si:80/announce |
udp://opentor.org:2710/announce |
udp://opentracker.i2p.rocks:6969/announce |
udp://tracker.cyberia.is:6969/announce |
udp://tracker.internetwarriors.net:1337/announce |
udp://tracker.leechers-paradise.org:6969/announce |
udp://tracker.opentrackr.org:1337/announce |
udp://tracker.tiny-vps.com:6969/announce |
udp://tracker.torrent.eu.org:451/announce |
udp://tracker.zer0day.to:1337/announce |
TorrentBank
Copyright © 2024