Modern Artificial Intelligence Masterclass Build 6 Projects - TorrentBank

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3. Emotion AI/7. Task #6 - Understand Artificial Neural Networks (ANNs) Theory & Intuition.mp4 219.47 MB
4. AI in Healthcare/1. Project Introduction and Welcome Message.srt 3.24 KB
4. AI in Healthcare/1. Project Introduction and Welcome Message.mp4 58.01 MB
4. AI in Healthcare/7. Task #6 - Train a Classifier Model To Detect Brain Tumors.mp4 201.36 MB
4. AI in Healthcare/9. Task #8 - Understand ResUnet Segmentation Models Intuition.srt 20.82 KB
4. AI in Healthcare/10. Task #9 - Build a Segmentation Model to Localize Brain Tumors.srt 21.62 KB
4. AI in Healthcare/12. Task #11 - Assess Trained ResUNet Segmentation Model Performance.srt 18.78 KB
4. AI in Healthcare/8. Task #7 - Assess Trained Classifier Model Performance.srt 13.72 KB
4. AI in Healthcare/1.2 Healthcare AI Slides.pdf 4.34 MB
4. AI in Healthcare/5. Task #4 - Understand the Intuition behind ResNet and CNNs.mp4 122.27 MB
4. AI in Healthcare/4. Task #3 - Visualize and Explore Datasets.mp4 164.87 MB
4. AI in Healthcare/5. Task #4 - Understand the Intuition behind ResNet and CNNs.srt 16.56 KB
4. AI in Healthcare/3. Task #2 - Import Libraries and Datasets.mp4 107.07 MB
4. AI in Healthcare/2. Task #1 - Understand the Problem Statement and Business Case.srt 24.04 KB
4. AI in Healthcare/7. Task #6 - Train a Classifier Model To Detect Brain Tumors.srt 33.42 KB
4. AI in Healthcare/11. Task #10 - Train ResUnet Segmentation Model.mp4 38.29 MB
4. AI in Healthcare/1.1 AI in Healthcare Google Colab.html 146 B
4. AI in Healthcare/9. Task #8 - Understand ResUnet Segmentation Models Intuition.mp4 150.52 MB
4. AI in Healthcare/10. Task #9 - Build a Segmentation Model to Localize Brain Tumors.mp4 136.71 MB
4. AI in Healthcare/4. Task #3 - Visualize and Explore Datasets.srt 32.64 KB
4. AI in Healthcare/11. Task #10 - Train ResUnet Segmentation Model.srt 5.93 KB
4. AI in Healthcare/8. Task #7 - Assess Trained Classifier Model Performance.mp4 79.19 MB
4. AI in Healthcare/2. Task #1 - Understand the Problem Statement and Business Case.mp4 175.95 MB
4. AI in Healthcare/6. Task #5 - Understand Theory and Intuition Behind Transfer Learning.mp4 120.68 MB
4. AI in Healthcare/3. Task #2 - Import Libraries and Datasets.srt 17.08 KB
4. AI in Healthcare/6. Task #5 - Understand Theory and Intuition Behind Transfer Learning.srt 17.95 KB
2. Bonus Materials (Download now!)/1. Link to Bonus Materials.html 1.65 KB
6. AI In Business (Finance) & AutoML/7. Task #5 - Understand the Theory & Intuition Behind XG-Boost Algorithm.mp4 212.63 MB
6. AI In Business (Finance) & AutoML/5. Task #3 - Visualize and Explore Dataset.srt 31.28 KB
6. AI In Business (Finance) & AutoML/1. Project Introduction and Welcome Message.srt 3.01 KB
6. AI In Business (Finance) & AutoML/11. Task #9 - Understand XG-Boost in AWS SageMaker.mp4 77.68 MB
6. AI In Business (Finance) & AutoML/10. Task #8 - Perform Grid Search and Hyper-parameters Optimization.srt 10.59 KB
6. AI In Business (Finance) & AutoML/7. Task #5 - Understand the Theory & Intuition Behind XG-Boost Algorithm.srt 32.56 KB
6. AI In Business (Finance) & AutoML/1. Project Introduction and Welcome Message.mp4 56.98 MB
6. AI In Business (Finance) & AutoML/9. Task #7 - Train XG-Boost Algorithm Using Scikit-Learn.mp4 71.48 MB
6. AI In Business (Finance) & AutoML/14. Task #12 - Train and Deploy Model Using AWS AutoPilot (Minimal Coding Required!).srt 22.04 KB
6. AI In Business (Finance) & AutoML/6. Task #4 - Clean Up the Data.mp4 55.60 MB
6. AI In Business (Finance) & AutoML/13. Task #11 - Deploy Model and Make Inference.mp4 107.90 MB
6. AI In Business (Finance) & AutoML/13. Task #11 - Deploy Model and Make Inference.srt 15.30 KB
6. AI In Business (Finance) & AutoML/2. Notes on Amazon Web Services (AWS).html 787 B
6. AI In Business (Finance) & AutoML/1.2 UCI_Credit_Card.csv 2.73 MB
6. AI In Business (Finance) & AutoML/10. Task #8 - Perform Grid Search and Hyper-parameters Optimization.mp4 65.70 MB
6. AI In Business (Finance) & AutoML/3. Task #1 - Understand the Problem Statement & Business Case.srt 16.78 KB
6. AI In Business (Finance) & AutoML/1.3 AI in Finance.pdf 6.20 MB
6. AI In Business (Finance) & AutoML/5. Task #3 - Visualize and Explore Dataset.mp4 199.67 MB
6. AI In Business (Finance) & AutoML/1.1 AI In Business (Finance) & AutoML Google Colab.html 146 B
6. AI In Business (Finance) & AutoML/1.4 AI in Finance - SageMaker AutoPilot.pdf 1.03 MB
6. AI In Business (Finance) & AutoML/6. Task #4 - Clean Up the Data.srt 9.08 KB
6. AI In Business (Finance) & AutoML/12. Task #10 - Train XG-Boost in AWS SageMaker.mp4 140.40 MB
6. AI In Business (Finance) & AutoML/8. Task #6 - Understand XG-Boost Algorithm Key Steps.mp4 205.48 MB
6. AI In Business (Finance) & AutoML/4. Task #2 - Import Libraries and Datasets.mp4 51.86 MB
6. AI In Business (Finance) & AutoML/12. Task #10 - Train XG-Boost in AWS SageMaker.srt 23.06 KB
6. AI In Business (Finance) & AutoML/14. Task #12 - Train and Deploy Model Using AWS AutoPilot (Minimal Coding Required!).mp4 122.81 MB
6. AI In Business (Finance) & AutoML/11. Task #9 - Understand XG-Boost in AWS SageMaker.srt 11.04 KB
6. AI In Business (Finance) & AutoML/8. Task #6 - Understand XG-Boost Algorithm Key Steps.srt 31.99 KB
6. AI In Business (Finance) & AutoML/4. Task #2 - Import Libraries and Datasets.srt 7.48 KB
6. AI In Business (Finance) & AutoML/9. Task #7 - Train XG-Boost Algorithm Using Scikit-Learn.srt 12.16 KB
6. AI In Business (Finance) & AutoML/3. Task #1 - Understand the Problem Statement & Business Case.mp4 105.46 MB
Download More Courses.html 225 B
[TGx]Downloaded from torrentgalaxy.to.txt 585 B
7. Creative AI/1. Project Introduction and Welcome Message.srt 1.91 KB
7. Creative AI/1. Project Introduction and Welcome Message.mp4 37.07 MB
7. Creative AI/2. Task #1 - Understand the Problem Statement & Business Case.mp4 136.85 MB
7. Creative AI/10. Task #9 - Apply DeepDream Algorithm to Generate Images.mp4 66.90 MB
7. Creative AI/9. Task #8 - Implement Deep Dream Algorithm Part #2.mp4 120.75 MB
7. Creative AI/5. Task #4 - Run the Pre-trained Model and Explore Activations.srt 15.37 KB
7. Creative AI/1.3 Creative AI Google Colab.html 146 B
7. Creative AI/3. Task #2 - Import Model with Pre-trained Weights.mp4 53.87 MB
7. Creative AI/4. Task #3 - Import and Merge Images.mp4 67.98 MB
7. Creative AI/11. Task #10 - Generate DeepDream Video.srt 10.87 KB
7. Creative AI/1.2 Creative AI.pdf 4.83 MB
7. Creative AI/6. Task #5 - Understand the Theory & Intuition Behind Deep Dream Algorithm.mp4 195.03 MB
7. Creative AI/8. Task #7 - Implement Deep Dream Algorithm Part #1.srt 15.01 KB
7. Creative AI/9. Task #8 - Implement Deep Dream Algorithm Part #2.srt 17.67 KB
7. Creative AI/7. Task #6 - Understand The Gradient Operations in TF 2.0.srt 8.70 KB
7. Creative AI/2. Task #1 - Understand the Problem Statement & Business Case.srt 13.63 KB
7. Creative AI/11. Task #10 - Generate DeepDream Video.mp4 77.81 MB
7. Creative AI/7. Task #6 - Understand The Gradient Operations in TF 2.0.mp4 37.47 MB
7. Creative AI/10. Task #9 - Apply DeepDream Algorithm to Generate Images.srt 11.10 KB
7. Creative AI/5. Task #4 - Run the Pre-trained Model and Explore Activations.mp4 85.05 MB
7. Creative AI/8. Task #7 - Implement Deep Dream Algorithm Part #1.mp4 83.08 MB
7. Creative AI/4. Task #3 - Import and Merge Images.srt 14.32 KB
7. Creative AI/6. Task #5 - Understand the Theory & Intuition Behind Deep Dream Algorithm.srt 30.62 KB
7. Creative AI/3. Task #2 - Import Model with Pre-trained Weights.srt 11.38 KB
8. Explainable AI/2. Introduction and Welcome Message.html 65 B
8. Explainable AI/1. Project Introduction and Welcome Message.srt 2.35 KB
8. Explainable AI/1. Project Introduction and Welcome Message.mp4 39.61 MB
9. Crash Course on AWS, S3, and SageMaker/10. AWS SageMaker Studio Walk-through.srt 10.71 KB
9. Crash Course on AWS, S3, and SageMaker/7. AWS SageMaker Overview.mp4 64.64 MB
9. Crash Course on AWS, S3, and SageMaker/2. Key Machine Learning Components and AWS Tour.mp4 60.76 MB
9. Crash Course on AWS, S3, and SageMaker/8. AWS SageMaker Walk-through.srt 16.22 KB
9. Crash Course on AWS, S3, and SageMaker/5. EC2 and Identity and Access Management (IAM).mp4 108.29 MB
9. Crash Course on AWS, S3, and SageMaker/4. Amazon S3.mp4 111.36 MB
9. Crash Course on AWS, S3, and SageMaker/3. Regions and Availability Zones.mp4 52.94 MB
9. Crash Course on AWS, S3, and SageMaker/7. AWS SageMaker Overview.srt 13.34 KB
9. Crash Course on AWS, S3, and SageMaker/4. Amazon S3.srt 20.97 KB
9. Crash Course on AWS, S3, and SageMaker/9. AWS SageMaker Studio Overview.mp4 66.93 MB
9. Crash Course on AWS, S3, and SageMaker/3. Regions and Availability Zones.srt 8.81 KB
9. Crash Course on AWS, S3, and SageMaker/2. Key Machine Learning Components and AWS Tour.srt 13.63 KB
9. Crash Course on AWS, S3, and SageMaker/6. AWS Free Tier Account Setup and Overview.mp4 38.11 MB
9. Crash Course on AWS, S3, and SageMaker/1. What is AWS and Cloud Computing.mp4 68.06 MB
9. Crash Course on AWS, S3, and SageMaker/8. AWS SageMaker Walk-through.mp4 81.60 MB
9. Crash Course on AWS, S3, and SageMaker/11. AWS SageMaker Model Deployment.srt 15.16 KB
9. Crash Course on AWS, S3, and SageMaker/1. What is AWS and Cloud Computing.srt 11.78 KB
9. Crash Course on AWS, S3, and SageMaker/11. AWS SageMaker Model Deployment.mp4 110.86 MB
9. Crash Course on AWS, S3, and SageMaker/6. AWS Free Tier Account Setup and Overview.srt 8.57 KB
9. Crash Course on AWS, S3, and SageMaker/10. AWS SageMaker Studio Walk-through.mp4 51.51 MB
9. Crash Course on AWS, S3, and SageMaker/5. EC2 and Identity and Access Management (IAM).srt 18.66 KB
9. Crash Course on AWS, S3, and SageMaker/9. AWS SageMaker Studio Overview.srt 12.55 KB
3. Emotion AI/1.1 Emotion AI Slides.pdf 3.07 MB
3. Emotion AI/17. Task #16 - Understand Classifiers Key Performance Indicators (KPIs).srt 21.42 KB
3. Emotion AI/9. Task #8 - Understand Convolutional Neural Networks and ResNets.mp4 127.04 MB
3. Emotion AI/10. Task #9 - Build ResNet to Detect Key Facial Points.mp4 131.85 MB
3. Emotion AI/1. Project Introduction and Welcome Message.srt 3.56 KB
3. Emotion AI/5. Task #4 - Perform Images Augmentation.srt 26.99 KB
3. Emotion AI/18. Task #17 - Assess Facial Expression Classifier Model.srt 21.09 KB
3. Emotion AI/1. Project Introduction and Welcome Message.mp4 61.40 MB
3. Emotion AI/2. Task #1 - Understand the Problem Statement & Business Case.mp4 118.88 MB
3. Emotion AI/16. Task #15 - Build & Train a Facial Expression Classifier Model.srt 22.69 KB
3. Emotion AI/1.2 Emotion AI Google Colab Notebook.html 146 B
3. Emotion AI/13. Task #12 - Import and Explore Facial Expressions (Emotions) Datasets.mp4 94.82 MB
3. Emotion AI/15. Task #14 - Perform Image Augmentation.mp4 109.35 MB
3. Emotion AI/11. Task #10 - Compile and Train Facial Key Points Detector Model.srt 11.49 KB
3. Emotion AI/21. Task #20 - Serve Trained Model in TensorFlow 2.0 Serving.mp4 41.17 MB
3. Emotion AI/17. Task #16 - Understand Classifiers Key Performance Indicators (KPIs).mp4 135.26 MB
3. Emotion AI/16. Task #15 - Build & Train a Facial Expression Classifier Model.mp4 138.26 MB
3. Emotion AI/8. Task #7 - Understand ANNs Training & Gradient Descent Algorithm.mp4 160.52 MB
3. Emotion AI/20. Task #19 - Save Trained Model for Deployment.srt 14.61 KB
3. Emotion AI/19. Task #18 - Make Predictions from Both Models 1. Key Facial Points & 2. Emotion.srt 11.36 KB
3. Emotion AI/3. Task #2 - Import Libraries and Datasets.mp4 102.22 MB
3. Emotion AI/14. Task #13 - Visualize Images for Facial Expression Detection.mp4 55.97 MB
3. Emotion AI/9. Task #8 - Understand Convolutional Neural Networks and ResNets.srt 19.19 KB
3. Emotion AI/2. Task #1 - Understand the Problem Statement & Business Case.srt 15.89 KB
3. Emotion AI/20. Task #19 - Save Trained Model for Deployment.mp4 101.84 MB
3. Emotion AI/10. Task #9 - Build ResNet to Detect Key Facial Points.srt 19.60 KB
3. Emotion AI/12. Task #11 - Assess Trained ResNet Model Performance.srt 7.28 KB
3. Emotion AI/15. Task #14 - Perform Image Augmentation.srt 19.99 KB
3. Emotion AI/22. Task #21 - Deploy Both Models and Make Inference.mp4 88.50 MB
3. Emotion AI/6. Task #5 - Perform Data Normalization and Scaling.srt 11.68 KB
4. AI in Healthcare/12. Task #11 - Assess Trained ResUNet Segmentation Model Performance.mp4 128.67 MB
3. Emotion AI/4. Task #3 - Perform Image Visualizations.srt 14.84 KB
3. Emotion AI/5. Task #4 - Perform Images Augmentation.mp4 141.82 MB
3. Emotion AI/14. Task #13 - Visualize Images for Facial Expression Detection.srt 11.21 KB
3. Emotion AI/18. Task #17 - Assess Facial Expression Classifier Model.mp4 104.52 MB
3. Emotion AI/12. Task #11 - Assess Trained ResNet Model Performance.mp4 42.91 MB
3. Emotion AI/13. Task #12 - Import and Explore Facial Expressions (Emotions) Datasets.srt 17.63 KB
3. Emotion AI/21. Task #20 - Serve Trained Model in TensorFlow 2.0 Serving.srt 7.05 KB
3. Emotion AI/6. Task #5 - Perform Data Normalization and Scaling.mp4 59.34 MB
3. Emotion AI/19. Task #18 - Make Predictions from Both Models 1. Key Facial Points & 2. Emotion.mp4 60.04 MB
3. Emotion AI/4. Task #3 - Perform Image Visualizations.mp4 87.34 MB
3. Emotion AI/22. Task #21 - Deploy Both Models and Make Inference.srt 12.05 KB
3. Emotion AI/3. Task #2 - Import Libraries and Datasets.srt 18.83 KB
3. Emotion AI/8. Task #7 - Understand ANNs Training & Gradient Descent Algorithm.srt 27.06 KB
3. Emotion AI/7. Task #6 - Understand Artificial Neural Networks (ANNs) Theory & Intuition.srt 31.15 KB
3. Emotion AI/11. Task #10 - Compile and Train Facial Key Points Detector Model.mp4 68.11 MB
1. Introduction/4. Get the Materials.html 384 B
1. Introduction/1. Introduction and Welcome Message.mp4 69.17 MB
1. Introduction/3. Course Outline and Key Learning Outcomes.mp4 174.78 MB
1. Introduction/3. Course Outline and Key Learning Outcomes.srt 24.27 KB
1. Introduction/2. Introduction, Key Tips and Best Practices.srt 14.99 KB
1. Introduction/2. Introduction, Key Tips and Best Practices.mp4 108.49 MB
1. Introduction/1. Introduction and Welcome Message.srt 4.68 KB
Important !! Course Resources Files.html 225 B
5. AI in Business (Marketing)/6. Task #5 - Understand Theory and Intuition Behind K-Means Clustering Algorithm.srt 27.29 KB
5. AI in Business (Marketing)/2. Task #1 - Understand AI Applications in Marketing.srt 10.07 KB
5. AI in Business (Marketing)/5. Task #4 - Perform Exploratory Data Analysis (Part #2).srt 30.12 KB
5. AI in Business (Marketing)/1. Project Introduction and Welcome Message.srt 2.62 KB
5. AI in Business (Marketing)/8. Task #7 - Apply K-Means Clustering Algorithm.mp4 145.46 MB
5. AI in Business (Marketing)/1.3 AI in Marketing Slides.pdf 1.57 MB
5. AI in Business (Marketing)/8. Task #7 - Apply K-Means Clustering Algorithm.srt 24.43 KB
5. AI in Business (Marketing)/1. Project Introduction and Welcome Message.mp4 46.85 MB
5. AI in Business (Marketing)/1.1 AI in Business (Marketing) Google Colab.html 146 B
5. AI in Business (Marketing)/10. Task #9 - Understand the Theory and Intuition Behind Auto-encoders.srt 12.50 KB
5. AI in Business (Marketing)/4. Task #3 - Perform Exploratory Data Analysis (Part #1).mp4 132.99 MB
5. AI in Business (Marketing)/7. Apply Elbow Method to Find the Optimal Number of Clusters.mp4 72.65 MB
5. AI in Business (Marketing)/9. Task #8 - Understand Intuition Behind Principal Component Analysis (PCA).srt 15.63 KB
5. AI in Business (Marketing)/3. Task #2 - Import Libraries and Datasets.mp4 106.54 MB
5. AI in Business (Marketing)/9. Task #8 - Understand Intuition Behind Principal Component Analysis (PCA).mp4 100.97 MB
5. AI in Business (Marketing)/5. Task #4 - Perform Exploratory Data Analysis (Part #2).mp4 182.96 MB
5. AI in Business (Marketing)/6. Task #5 - Understand Theory and Intuition Behind K-Means Clustering Algorithm.mp4 165.30 MB
5. AI in Business (Marketing)/7. Apply Elbow Method to Find the Optimal Number of Clusters.srt 12.89 KB
5. AI in Business (Marketing)/11. Task #10 - Apply Auto-encoders and Perform Clustering.mp4 135.32 MB
5. AI in Business (Marketing)/10. Task #9 - Understand the Theory and Intuition Behind Auto-encoders.mp4 83.04 MB
5. AI in Business (Marketing)/11. Task #10 - Apply Auto-encoders and Perform Clustering.srt 19.27 KB
5. AI in Business (Marketing)/3. Task #2 - Import Libraries and Datasets.srt 21.28 KB
5. AI in Business (Marketing)/4. Task #3 - Perform Exploratory Data Analysis (Part #1).srt 25.61 KB
5. AI in Business (Marketing)/2. Task #1 - Understand AI Applications in Marketing.mp4 73.74 MB
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