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| 01. Getting Started with Artificial Intelligence with Python/0101.The Course Overview.mp4 | 43.14 MB |
| 01. Getting Started with Artificial Intelligence with Python/0102.What Can AI Do for Businesses.mp4 | 31.91 MB |
| 01. Getting Started with Artificial Intelligence with Python/0103.Set Up and Installation – Anaconda and PyTorch.mp4 | 9.20 MB |
| 01. Getting Started with Artificial Intelligence with Python/0104.Notebooks and Debugging.mp4 | 9.43 MB |
| 01. Getting Started with Artificial Intelligence with Python/0105.Working with Lambdas and Functional Programming Tools.mp4 | 21.73 MB |
| 01. Getting Started with Artificial Intelligence with Python/0106.Understanding NumPy and Matplotlib.mp4 | 33.06 MB |
| 02.Predicting Sales with Supervised Learning/0201.Classification versus Regression.mp4 | 26.83 MB |
| 02.Predicting Sales with Supervised Learning/0202.Training, Testing, and Validation.mp4 | 25.92 MB |
| 02.Predicting Sales with Supervised Learning/0203.Boosting and Ensembles.mp4 | 18.77 MB |
| 02.Predicting Sales with Supervised Learning/0204.Small Data and Cross Validation.mp4 | 6.31 MB |
| 02.Predicting Sales with Supervised Learning/0205.Building Artificial Neural Networks.mp4 | 43.86 MB |
| 03. Understanding Your Customer Base Using Unsupervised Learning/0301.Understanding Unsupervised Learning.mp4 | 25.17 MB |
| 03. Understanding Your Customer Base Using Unsupervised Learning/0302.Using Bayesian Inference.mp4 | 5.58 MB |
| 03. Understanding Your Customer Base Using Unsupervised Learning/0303.Expectation Maximization.mp4 | 20.01 MB |
| 03. Understanding Your Customer Base Using Unsupervised Learning/0304.Notions of Distance.mp4 | 28.13 MB |
| 03. Understanding Your Customer Base Using Unsupervised Learning/0305.Hierarchical Clustering Methods.mp4 | 10.86 MB |
| 04. Product Recommendations Using Semi-Supervised Learning/0401.Understanding Semi-Supervised Learning.mp4 | 11.80 MB |
| 04. Product Recommendations Using Semi-Supervised Learning/0402.Nearest Neighbor Search and Collaborative Filtering.mp4 | 28.76 MB |
| 04. Product Recommendations Using Semi-Supervised Learning/0403.Building a Recommendation Engine.mp4 | 8.43 MB |
| 04. Product Recommendations Using Semi-Supervised Learning/0404.Extracting Features from Natural Language.mp4 | 13.92 MB |
| 04. Product Recommendations Using Semi-Supervised Learning/0405.Recommendation Objectives and Clustering.mp4 | 23.56 MB |
| 04. Product Recommendations Using Semi-Supervised Learning/0406.Active Learning.mp4 | 16.13 MB |
| 05. Optimizing Page Layouts and Advertisements Using Reinforcement Learning/0501.Understanding Reinforcement Learning.mp4 | 15.63 MB |
| 05. Optimizing Page Layouts and Advertisements Using Reinforcement Learning/0502.Continual AB Testing.mp4 | 38.25 MB |
| 05. Optimizing Page Layouts and Advertisements Using Reinforcement Learning/0503.Infinite AB Testing.mp4 | 22.55 MB |
| 05. Optimizing Page Layouts and Advertisements Using Reinforcement Learning/0504.Using Context.mp4 | 124.48 MB |
| 05. Optimizing Page Layouts and Advertisements Using Reinforcement Learning/0505.Learning Across Time.mp4 | 92.39 MB |
| Exercise Files/exercise_files.zip | 82.51 kB |
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