[FreeCoursesOnline Me] [Packt] Python Machine Learning Tips, Tricks, and Techniques [FCO]
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| Torrent Hash : | D59ED3C39C48169D04A9A9874A49986C44794683 |
| Torrent Added : | 1 Year+ in Other - Other |
| Torrent Size : | 758.37 MB |
[FreeCoursesOnline Me] [Packt] Python Machine Learning Tips, Tricks, and Techniques [FCO]
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Torrent File Content (42 files)
[FreeCoursesOnline.Me] [Packt] Python Machine Learning Tips, Tricks, and Techniques [FCO]
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01 - The Course Overview.mp4 -
27.02 MB
02 - Using Feature Scaling to Standardize Data.mp4 -
37.45 MB
03 - Implementing Feature Engineering with Logistic Regression.mp4 -
11.62 MB
04 - Extracting Data with Feature Selection and Interaction.mp4 -
21.92 MB
05 - Combining All Together.mp4 -
13.06 MB
06 - Build Model Based on Real-World Problems.mp4 -
14.56 MB
07 - Support Vector Machines.mp4 -
23.28 MB
08 - Implementing kNN on the Data Set.mp4 -
34.24 MB
09 - Decision Tree as Predictive Model.mp4 -
27.09 MB
10 - Tricks with Dimensionality Reduction.mp4 -
20.5 MB
11 - Combining All Together.mp4 -
21.3 MB
12 - Random Forest for Classification.mp4 -
23.87 MB
13 - Gradient Boosting Trees and Bayes Optimization.en.ttml -
17.83 KB
13 - Gradient Boosting Trees and Bayes Optimization.mp4 -
33.36 MB
14 - CatBoost to Handle Categorical Data.en.ttml -
10.45 KB
14 - CatBoost to Handle Categorical Data.mp4 -
20.1 MB
15 - Implement Blending.en.ttml -
14.92 KB
15 - Implement Blending.mp4 -
27.4 MB
16 - Implement Stacking.en.ttml -
13.56 KB
16 - Implement Stacking.mp4 -
31.2 MB
17 - Memory-Based Collaborative Filtering.en.ttml -
12.31 KB
17 - Memory-Based Collaborative Filtering.mp4 -
21.33 MB
18 - Item-to-Item Recommendation with kNN.en.ttml -
12.54 KB
18 - Item-to-Item Recommendation with kNN.mp4 -
21.22 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 -
9.69 KB
20 - Wordbatch for Real-World Problem.mp4 -
23.25 MB
21 - Validation Dataset Tuning.en.ttml -
10.8 KB
21 - Validation Dataset Tuning.mp4 -
22.12 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 -
9.74 KB
23 - Adversarial Validation.mp4 -
19.97 MB
24 - Perform Metric Selection on Real Data.en.ttml -
28.57 KB
24 - Perform Metric Selection on Real Data.mp4 -
220.23 MB
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