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【压缩文件】 Learning From Data - Introductory Machine Learning Course

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Learning From Data - Introductory Machine Learning Course.iso 3.5 GB
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【压缩文件】 O'Reilly - Advanced Machine Learning with scikit learn

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01. Introduction/01_01-What To Expect And About The Author.mp4 13.1 MB
01. Introduction/01_02-Setup.mp4 6.1 MB
01. Introduction/01_03-The Classifier Interface.mp4 28.5 MB
01. Introduction/01_04-The Regressor Interface.mp4 11.3 MB
01. Introduction/01_05-The Transformer Interface.mp4 8.3 MB
01. Introduction/01_06-The Cluster Interface.mp4 23.4 MB
01. Introduction/01_07-The Manifold Interface.mp4 11.5 MB
01. Introduction/01_08-scikitLearn Interface Summary.mp4 11.9 MB
01. Introduction/01_09-CrossValidation With Cross_Val_Score.mp4 21.3 MB
01. Introduction/01_10-Parameter Searches With GridSearchCV.mp4 20.3 MB
01. Introduction/01_11-How To Access Your Working Files.mp4 27.7 MB
02. Model Complexity, Overfitting And Underfitting/02_01-What Is Model Complexity And Overfitting.mp4 7.6 MB
02. Model Complexity, Overfitting And Underfitting/02_02-Linear Models InDepth.mp4 35.2 MB
02. Model Complexity, Overfitting And Underfitting/02_03-Kernel SVMs InDepth.mp4 22.9 MB
02. Model Complexity, Overfitting And Underfitting/02_04-Random Forests InDepth.mp4 15.9 MB
02. Model Complexity, Overfitting And Underfitting/02_05-Learning Curves For Analyzing Model Complexity.mp4 13.3 MB
02. Model Complexity, Overfitting And Underfitting/02_06-Validation Curves For Analyzing Model Parameters.mp4 8.0 MB
02. Model Complexity, Overfitting And Underfitting/02_07-Efficient Parameter Search With EstimatorCV Objects.mp4 19.0 MB
03. Pipelines/03_01-Motivation Of Using Pipelines.mp4 10.2 MB
03. Pipelines/03_02-Defining A Pipeline And Basic Usage.mp4 20.0 MB