Packt Mastering Unsupervised Learning with Python
File List
| File | Size |
|---|---|
| 03.Manifold and Deep Learning for High-Dimensional Data/0304.Manifold Learning in Practice – Part 2.mp4 | 78.52 MB |
| 01.Advanced Clustering Methods Selecting the Best Algorithm/0102.Alternatives to K-Means Clustering – Part 1.mp4 | 34.23 MB |
| 01.Advanced Clustering Methods Selecting the Best Algorithm/0103.Alternatives to K-Means Clustering – Part 2.mp4 | 29.02 MB |
| 01.Advanced Clustering Methods Selecting the Best Algorithm/0104.Agglomerative Clustering Finding Natural Hierarchies – Part 1.mp4 | 49.17 MB |
| 01.Advanced Clustering Methods Selecting the Best Algorithm/0105.Agglomerative Clustering Finding Natural Hierarchies –Part 2.mp4 | 44.16 MB |
| 01.Advanced Clustering Methods Selecting the Best Algorithm/0106.Density-Based Clustering DBSCAN and HDBSCAN – Part 1.mp4 | 37.69 MB |
| 01.Advanced Clustering Methods Selecting the Best Algorithm/0107.Density-Based Clustering DBSCAN and HDBSCAN – Part 2.mp4 | 21.53 MB |
| 01.Advanced Clustering Methods Selecting the Best Algorithm/0108.Gaussian Mixture Models.mp4 | 41.97 MB |
| 02.Topic Modeling Semantic Content Recommendations/0201.Topic Modeling Overview – Part 1.mp4 | 34.43 MB |
| 02.Topic Modeling Semantic Content Recommendations/0202.Topic Modeling Overview – Part 2.mp4 | 43.39 MB |
| 02.Topic Modeling Semantic Content Recommendations/0203.Topic Modeling Preparing Your Data – Part 1.mp4 | 26.63 MB |
| 02.Topic Modeling Semantic Content Recommendations/0204.Topic Modeling Preparing Your Data – Part 2.mp4 | 26.97 MB |
| 02.Topic Modeling Semantic Content Recommendations/0205.Topic Modeling Running the Models – Part 1.mp4 | 28.3 MB |
| 02.Topic Modeling Semantic Content Recommendations/0206.Topic Modeling Running the Models – Part 2.mp4 | 32.25 MB |
| 02.Topic Modeling Semantic Content Recommendations/0207.Topic Modeling Evaluating and Visualizing Results.mp4 | 30.03 MB |
| 03.Manifold and Deep Learning for High-Dimensional Data/0301.Manifold Learning Introduction – Part 1.mp4 | 26 MB |
| 03.Manifold and Deep Learning for High-Dimensional Data/0302.Manifold Learning Introduction – Part 2.mp4 | 22.49 MB |
| 03.Manifold and Deep Learning for High-Dimensional Data/0303.Manifold Learning in Practice – Part 1.mp4 | 26.44 MB |
| 01.Advanced Clustering Methods Selecting the Best Algorithm/0101.The Course Overview.mp4 | 284 B |
| 03.Manifold and Deep Learning for High-Dimensional Data/0305.Visualize High-Dimensional Data t-SNE and UMAP – Part 1.mp4 | 28.37 MB |
| 03.Manifold and Deep Learning for High-Dimensional Data/0306.Visualize High-Dimensional Data t-SNE and UMAP – Part 2.mp4 | 32.36 MB |
| 03.Manifold and Deep Learning for High-Dimensional Data/0307.Deep Learning and Visualization Autoencoders and t-SNE – Part 1.mp4 | 30.88 MB |
| 03.Manifold and Deep Learning for High-Dimensional Data/0308.Deep Learning and Visualization Autoencoders and t-SNE – Part 2.mp4 | 41.18 MB |
| Exercise Files/exercise_files.zip | 67.98 MB |
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