Create Tool:
Create Time:1970-01-01 08:00:00
File Size:881.06 MB
File Count:73
File Hash:2aebbd9a938b03ea4de16737994cb85b9fbdfd68
| 001.Module 1 Fundamentals of Machine Learning - Intro to SciKit Learn/001. Introduction.mp4 | 31.05 MB |
| 001.Module 1 Fundamentals of Machine Learning - Intro to SciKit Learn/001. Introduction.srt | 16.07 KB |
| 001.Module 1 Fundamentals of Machine Learning - Intro to SciKit Learn/002. Key Concepts in Machine Learning.mp4 | 44.56 MB |
| 001.Module 1 Fundamentals of Machine Learning - Intro to SciKit Learn/002. Key Concepts in Machine Learning.srt | 18.82 KB |
| 001.Module 1 Fundamentals of Machine Learning - Intro to SciKit Learn/003. Python Tools for Machine Learning.mp4 | 12.86 MB |
| 001.Module 1 Fundamentals of Machine Learning - Intro to SciKit Learn/003. Python Tools for Machine Learning.srt | 6.11 KB |
| 001.Module 1 Fundamentals of Machine Learning - Intro to SciKit Learn/004. An Example Machine Learning Problem.mp4 | 31.73 MB |
| 001.Module 1 Fundamentals of Machine Learning - Intro to SciKit Learn/004. An Example Machine Learning Problem.srt | 14.83 KB |
| 001.Module 1 Fundamentals of Machine Learning - Intro to SciKit Learn/005. Examining the Data.mp4 | 32.24 MB |
| 001.Module 1 Fundamentals of Machine Learning - Intro to SciKit Learn/005. Examining the Data.srt | 12.05 KB |
| 001.Module 1 Fundamentals of Machine Learning - Intro to SciKit Learn/006. K-Nearest Neighbors Classification.mp4 | 36.25 MB |
| 001.Module 1 Fundamentals of Machine Learning - Intro to SciKit Learn/006. K-Nearest Neighbors Classification.srt | 26.19 KB |
| 002.Module 2 Supervised Machine Learning/007. Introduction to Supervised Machine Learning.mp4 | 37.88 MB |
| 002.Module 2 Supervised Machine Learning/007. Introduction to Supervised Machine Learning.srt | 22.13 KB |
| 002.Module 2 Supervised Machine Learning/008. Overfitting and Underfitting.mp4 | 19.51 MB |
| 002.Module 2 Supervised Machine Learning/008. Overfitting and Underfitting.srt | 15.81 KB |
| 002.Module 2 Supervised Machine Learning/009. Supervised Learning Datasets.mp4 | 11.22 MB |
| 002.Module 2 Supervised Machine Learning/009. Supervised Learning Datasets.srt | 6.74 KB |
| 002.Module 2 Supervised Machine Learning/010. K-Nearest Neighbors Classification and Regression.mp4 | 22.53 MB |
| 002.Module 2 Supervised Machine Learning/010. K-Nearest Neighbors Classification and Regression.srt | 17.09 KB |
| 002.Module 2 Supervised Machine Learning/011. Linear Regression Least-Squares.mp4 | 30.08 MB |
| 002.Module 2 Supervised Machine Learning/011. Linear Regression Least-Squares.srt | 21.26 KB |
| 002.Module 2 Supervised Machine Learning/012. Linear Regression Ridge, Lasso, and Polynomial Regression.mp4 | 39.93 MB |
| 002.Module 2 Supervised Machine Learning/012. Linear Regression Ridge, Lasso, and Polynomial Regression.srt | 27.19 KB |
| 002.Module 2 Supervised Machine Learning/013. Logistic Regression.mp4 | 20.30 MB |
| 002.Module 2 Supervised Machine Learning/013. Logistic Regression.srt | 17.13 KB |
| 002.Module 2 Supervised Machine Learning/014. Linear Classifiers Support Vector Machines.mp4 | 22.69 MB |
| 002.Module 2 Supervised Machine Learning/014. Linear Classifiers Support Vector Machines.srt | 15.54 KB |
| 002.Module 2 Supervised Machine Learning/015. Multi-Class Classification.mp4 | 15.41 MB |
| 002.Module 2 Supervised Machine Learning/015. Multi-Class Classification.srt | 8.30 KB |
| 002.Module 2 Supervised Machine Learning/016. Kernelized Support Vector Machines.mp4 | 39.14 MB |
| 002.Module 2 Supervised Machine Learning/016. Kernelized Support Vector Machines.srt | 25.60 KB |
| 002.Module 2 Supervised Machine Learning/017. Cross-Validation.mp4 | 20.00 MB |
| 002.Module 2 Supervised Machine Learning/017. Cross-Validation.srt | 13.00 KB |
| 002.Module 2 Supervised Machine Learning/018. Decision Trees.mp4 | 37.83 MB |
| 002.Module 2 Supervised Machine Learning/018. Decision Trees.srt | 28.36 KB |
| 003.Module 3 Evaluation/019. Model Evaluation & Selection.mp4 | 46.10 MB |
| 003.Module 3 Evaluation/019. Model Evaluation & Selection.srt | 30.08 KB |
| 003.Module 3 Evaluation/020. Confusion Matrices & Basic Evaluation Metrics.mp4 | 20.75 MB |
| 003.Module 3 Evaluation/020. Confusion Matrices & Basic Evaluation Metrics.srt | 15.85 KB |
| 003.Module 3 Evaluation/021. Classifier Decision Functions.mp4 | 12.65 MB |
| 003.Module 3 Evaluation/021. Classifier Decision Functions.srt | 9.04 KB |
| 003.Module 3 Evaluation/022. Precision-recall and ROC curves.mp4 | 9.23 MB |
| 003.Module 3 Evaluation/022. Precision-recall and ROC curves.srt | 7.53 KB |
| 003.Module 3 Evaluation/023. Multi-Class Evaluation.mp4 | 19.77 MB |
| 003.Module 3 Evaluation/023. Multi-Class Evaluation.srt | 15.21 KB |
| 003.Module 3 Evaluation/024. Regression Evaluation.mp4 | 17.01 MB |
| 003.Module 3 Evaluation/024. Regression Evaluation.srt | 7.83 KB |
| 003.Module 3 Evaluation/025. Model Selection Optimizing Classifiers for Different Evaluation Metrics.mp4 | 34.50 MB |
| 003.Module 3 Evaluation/025. Model Selection Optimizing Classifiers for Different Evaluation Metrics.srt | 18.12 KB |
| 004.Module 4 Supervised Machine Learning - Part 2/026. Naive Bayes Classifiers.mp4 | 21.38 MB |
| 004.Module 4 Supervised Machine Learning - Part 2/026. Naive Bayes Classifiers.srt | 11.20 KB |
| 004.Module 4 Supervised Machine Learning - Part 2/027. Random Forests.mp4 | 26.45 MB |
| 004.Module 4 Supervised Machine Learning - Part 2/027. Random Forests.srt | 17.07 KB |
| 004.Module 4 Supervised Machine Learning - Part 2/028. Gradient Boosted Decision Trees.mp4 | 11.81 MB |
| 004.Module 4 Supervised Machine Learning - Part 2/028. Gradient Boosted Decision Trees.srt | 8.44 KB |
| 004.Module 4 Supervised Machine Learning - Part 2/029. Neural Networks.mp4 | 41.51 MB |
| 004.Module 4 Supervised Machine Learning - Part 2/029. Neural Networks.srt | 27.90 KB |
| 004.Module 4 Supervised Machine Learning - Part 2/030. Deep Learning (Optional).mp4 | 17.46 MB |
| 004.Module 4 Supervised Machine Learning - Part 2/030. Deep Learning (Optional).srt | 10.34 KB |
| 004.Module 4 Supervised Machine Learning - Part 2/031. Data Leakage.mp4 | 32.89 MB |
| 004.Module 4 Supervised Machine Learning - Part 2/031. Data Leakage.srt | 16.69 KB |
| 005.Optional Unsupervised Machine Learning/032. Introduction.mp4 | 10.67 MB |
| 005.Optional Unsupervised Machine Learning/032. Introduction.srt | 6.46 KB |
| 005.Optional Unsupervised Machine Learning/033. Dimensionality Reduction and Manifold Learning.mp4 | 16.09 MB |
| 005.Optional Unsupervised Machine Learning/033. Dimensionality Reduction and Manifold Learning.srt | 13.47 KB |
| 005.Optional Unsupervised Machine Learning/034. Clustering.mp4 | 27.18 MB |
| 005.Optional Unsupervised Machine Learning/034. Clustering.srt | 19.90 KB |
| 006.Conclusion/035. Conclusion.mp4 | 9.89 MB |
| 006.Conclusion/035. Conclusion.srt | 3.90 KB |
| [CourseClub.NET].url | 123 B |
| [DesireCourse.Com].url | 51 B |
| [FreeCourseSite.Com].url | 53 B |
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