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[FreeCoursesOnline.Me] [Packt] Python Machine Learning Tips, Tricks, and Techniques [FCO]
magnet:?xt=urn:btih:d59ed3c39c48169d04a9a9874a49986c44794683&dn=[FreeCoursesOnline.Me] [Packt] Python Machine Learning Tips, Tricks, and Techniques [FCO]
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Hash值:
d59ed3c39c48169d04a9a9874a49986c44794683
点击数:
207
文件大小:
758.21 MB
文件数量:
24
创建日期:
2022-4-8 16:37
最后访问:
2024-6-25 12:28
访问标签:
FreeCoursesOnline
Me
Packt
Python
Machine
Learning
Tips
Tricks
and
Techniques
FCO
文件列表详情
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.mp4 33.36 MB
14 - CatBoost to Handle Categorical Data.mp4 20.1 MB
15 - Implement Blending.mp4 27.4 MB
16 - Implement Stacking.mp4 31.2 MB
17 - Memory-Based Collaborative Filtering.mp4 21.33 MB
18 - Item-to-Item Recommendation with kNN.mp4 21.22 MB
19 - Applying Matrix Factorization on Datasets.mp4 27.5 MB
20 - Wordbatch for Real-World Problem.mp4 23.25 MB
21 - Validation Dataset Tuning.mp4 22.12 MB
22 - Regularizing Model to Avoid Overfitting.mp4 14.6 MB
23 - Adversarial Validation.mp4 19.97 MB
24 - Perform Metric Selection on Real Data.mp4 220.23 MB
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