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Packt | Python Machine Learning Tips, Tricks, and ...
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Packt | Python Machine Learning Tips, Tricks, and Techniques [FCO] Torrent content (File list)
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| 01 - The Course Overview.mp4 27.0 MB |
| 02 - Using Feature Scaling to Standardize Data.mp4 37.5 MB |
| 03 - Implementing Feature Engineering with Logistic Regression.mp4 11.6 MB |
| 04 - Extracting Data with Feature Selection and Interaction.mp4 21.9 MB |
| 05 - Combining All Together.mp4 13.1 MB |
| 06 - Build Model Based on Real-World Problems.mp4 14.6 MB |
| 07 - Support Vector Machines.mp4 23.3 MB |
| 08 - Implementing kNN on the Data Set.mp4 34.2 MB |
| 09 - Decision Tree as Predictive Model.mp4 27.1 MB |
| 10 - Tricks with Dimensionality Reduction.mp4 20.5 MB |
| 11 - Combining All Together.mp4 21.3 MB |
| 12 - Random Forest for Classification.mp4 23.9 MB |
| 13 - Gradient Boosting Trees and Bayes Optimization.en.ttml 17.8 KB |
| 13 - Gradient Boosting Trees and Bayes Optimization.mp4 33.4 MB |
| 14 - CatBoost to Handle Categorical Data.en.ttml 10.5 KB |
| 14 - CatBoost to Handle Categorical Data.mp4 20.1 MB |
| 15 - Implement Blending.en.ttml 14.9 KB |
| 15 - Implement Blending.mp4 27.4 MB |
| 16 - Implement Stacking.en.ttml 13.6 KB |
| 16 - Implement Stacking.mp4 31.2 MB |
| 17 - Memory-Based Collaborative Filtering.en.ttml 12.3 KB |
| 17 - Memory-Based Collaborative Filtering.mp4 21.3 MB |
| 18 - Item-to-Item Recommendation with kNN.en.ttml 12.5 KB |
| 18 - Item-to-Item Recommendation with kNN.mp4 21.2 MB |
| 19 - Applying Matrix Factorization on Datasets.en.ttml 15.2 KB |
| 19 - Applying Matrix Factorization on Datasets.mp4 27.5 MB |
| 20 - Wordbatch for Real-World Problem.en.ttml 9.7 KB |
| 20 - Wordbatch for Real-World Problem.mp4 23.2 MB |
| 21 - Validation Dataset Tuning.en.ttml 10.8 KB |
| 21 - Validation Dataset Tuning.mp4 22.1 MB |
| 22 - Regularizing Model to Avoid Overfitting.en.ttml 8.6 KB |
| 22 - Regularizing Model to Avoid Overfitting.mp4 14.6 MB |
| 23 - Adversarial Validation.en.ttml 9.7 KB |
| 23 - Adversarial Validation.mp4 20.0 MB |
| 24 - Perform Metric Selection on Real Data.en.ttml 28.6 KB |
| 24 - Perform Metric Selection on Real Data.mp4 220.2 MB |
- Torrent indexed: 5 years
- Torrent updated: Wednesday 23rd of October 2019 04:02:37 PM
- Torrent hash: D59ED3C39C48169D04A9A9874A49986C44794683
- Torrent size: 758.4 MB
- Torrent category: Other
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