[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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          How you can help Team-FTU.txt -
229 bytes

     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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