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Packt | Python Machine Learning Tips, Tricks, and Techniques [FCO]

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Packt | Python Machine Learning Tips, Tricks, and Techniques [FCO]

Torrent Contents Size: 758.37 MB

Packt | Python Machine Learning Tips, Tricks, and Techniques [FCO]
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01 - The Course Overview.mp4
MP4
27.02 MB
02 - Using Feature Scaling to Standardize Data.mp4
MP4
37.45 MB
03 - Implementing Feature Engineering with Logistic Regression.mp4
MP4
11.62 MB
04 - Extracting Data with Feature Selection and Interaction.mp4
MP4
21.92 MB
05 - Combining All Together.mp4
MP4
13.06 MB
06 - Build Model Based on Real-World Problems.mp4
MP4
14.56 MB
07 - Support Vector Machines.mp4
MP4
23.28 MB
08 - Implementing kNN on the Data Set.mp4
MP4
34.24 MB
09 - Decision Tree as Predictive Model.mp4
MP4
27.09 MB
10 - Tricks with Dimensionality Reduction.mp4
MP4
20.5 MB
11 - Combining All Together.mp4
MP4
21.3 MB
12 - Random Forest for Classification.mp4
MP4
23.87 MB
13 - Gradient Boosting Trees and Bayes Optimization.en.ttml
TTML
17.83 KB
13 - Gradient Boosting Trees and Bayes Optimization.mp4
MP4
33.36 MB
14 - CatBoost to Handle Categorical Data.en.ttml
TTML
10.45 KB
14 - CatBoost to Handle Categorical Data.mp4
MP4
20.1 MB
15 - Implement Blending.en.ttml
TTML
14.92 KB
15 - Implement Blending.mp4
MP4
27.4 MB
16 - Implement Stacking.en.ttml
TTML
13.56 KB
16 - Implement Stacking.mp4
MP4
31.2 MB
17 - Memory-Based Collaborative Filtering.en.ttml
TTML
12.31 KB
17 - Memory-Based Collaborative Filtering.mp4
MP4
21.33 MB
18 - Item-to-Item Recommendation with kNN.en.ttml
TTML
12.54 KB
18 - Item-to-Item Recommendation with kNN.mp4
MP4
21.22 MB
19 - Applying Matrix Factorization on Datasets.en.ttml
TTML
15.2 KB
19 - Applying Matrix Factorization on Datasets.mp4
MP4
27.5 MB
20 - Wordbatch for Real-World Problem.en.ttml
TTML
9.69 KB
20 - Wordbatch for Real-World Problem.mp4
MP4
23.25 MB
21 - Validation Dataset Tuning.en.ttml
TTML
10.8 KB
21 - Validation Dataset Tuning.mp4
MP4
22.12 MB
22 - Regularizing Model to Avoid Overfitting.en.ttml
TTML
8.6 KB
22 - Regularizing Model to Avoid Overfitting.mp4
MP4
14.6 MB
23 - Adversarial Validation.en.ttml
TTML
9.74 KB
23 - Adversarial Validation.mp4
MP4
19.97 MB
24 - Perform Metric Selection on Real Data.en.ttml
TTML
28.57 KB
24 - Perform Metric Selection on Real Data.mp4
MP4
220.23 MB

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