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[FreeCoursesOnline.Me] [Packt] Python Machine Learning Tips, Tricks, and Techniques [FCO]

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种子名称: [FreeCoursesOnline.Me] [Packt] Python Machine Learning Tips, Tricks, and Techniques [FCO]
文件类型: 视频
文件数目: 24个文件
文件大小: 758.21 MB
收录时间: 2022-4-8 16:37
已经下载: 3
资源热度: 265
最近下载: 2024-11-8 07:48

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[FreeCoursesOnline.Me] [Packt] Python Machine Learning Tips, Tricks, and Techniques [FCO].torrent
  • 01 - The Course Overview.mp427.02MB
  • 02 - Using Feature Scaling to Standardize Data.mp437.45MB
  • 03 - Implementing Feature Engineering with Logistic Regression.mp411.62MB
  • 04 - Extracting Data with Feature Selection and Interaction.mp421.92MB
  • 05 - Combining All Together.mp413.06MB
  • 06 - Build Model Based on Real-World Problems.mp414.56MB
  • 07 - Support Vector Machines.mp423.28MB
  • 08 - Implementing kNN on the Data Set.mp434.24MB
  • 09 - Decision Tree as Predictive Model.mp427.09MB
  • 10 - Tricks with Dimensionality Reduction.mp420.5MB
  • 11 - Combining All Together.mp421.3MB
  • 12 - Random Forest for Classification.mp423.87MB
  • 13 - Gradient Boosting Trees and Bayes Optimization.mp433.36MB
  • 14 - CatBoost to Handle Categorical Data.mp420.1MB
  • 15 - Implement Blending.mp427.4MB
  • 16 - Implement Stacking.mp431.2MB
  • 17 - Memory-Based Collaborative Filtering.mp421.33MB
  • 18 - Item-to-Item Recommendation with kNN.mp421.22MB
  • 19 - Applying Matrix Factorization on Datasets.mp427.5MB
  • 20 - Wordbatch for Real-World Problem.mp423.25MB
  • 21 - Validation Dataset Tuning.mp422.12MB
  • 22 - Regularizing Model to Avoid Overfitting.mp414.6MB
  • 23 - Adversarial Validation.mp419.97MB
  • 24 - Perform Metric Selection on Real Data.mp4220.23MB