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[Coursera] Practical Machine Learning by Jeff Leek, PhD, Brian Caffo, PhD, Roger D. Peng, PhD
magnet:?xt=urn:btih:7010cb856fb5b8406e2f27f33562a6660531490b&dn=[Coursera] Practical Machine Learning by Jeff Leek, PhD, Brian Caffo, PhD, Roger D. Peng, PhD
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文件列表详情
7010cb856fb5b8406e2f27f33562a6660531490b
infohash:
27
文件数量
315.96 MB
文件大小
2017-10-20 00:27
创建日期
2024-6-21 11:12
最后访问
相关分词
Coursera
Practical
Machine
Learning
by
Jeff
Leek
PhD
Brian
Caffo
PhD
Roger
D
Peng
PhD
01_Week_1/01_Prediction_motivation.mp4 10.49 MB
01_Week_1/02_What_is_prediction.mp4 10.98 MB
01_Week_1/03_Relative_importance_of_steps.mp4 12.31 MB
01_Week_1/04_In_and_out_of_sample_errors.mp4 8.67 MB
01_Week_1/05_Prediction_study_design.mp4 11.13 MB
01_Week_1/06_Types_of_errors.mp4 13.87 MB
01_Week_1/07_Receiver_Operating_Characteristic.mp4 6.07 MB
01_Week_1/08_Cross_validation.mp4 10.1 MB
01_Week_1/09_What_data_should_you_use.mp4 7.77 MB
02_Week_2/01_Caret_package.mp4 8.23 MB
02_Week_2/02_Data_slicing.mp4 7 MB
02_Week_2/03_Training_options.mp4 9.01 MB
02_Week_2/04_Plotting_predictors.mp4 14.21 MB
02_Week_2/05_Basic_preprocessing.mp4 13.6 MB
02_Week_2/06_Covariate_creation.mp4 22.77 MB
02_Week_2/07_Preprocessing_with_principal_components_analysis.mp4 17.4 MB
02_Week_2/08_Predicting_with_Regression.mp4 15.8 MB
02_Week_2/09_Predicting_with_Regression_Multiple_Covariates.mp4 14.5 MB
03_Week_3/01_Predicting_with_trees.mp4 16.18 MB
03_Week_3/02_Bagging.mp4 11.45 MB
03_Week_3/03_Random_Forests.mp4 8.73 MB
03_Week_3/04_Boosting.mp4 9.07 MB
03_Week_3/05_Model_Based_Prediction.mp4 14.55 MB
04_Week_4/01_Regularized_regression.mp4 16.76 MB
04_Week_4/02_Combining_predictors.mp4 9.31 MB
04_Week_4/03_Forecasting.mp4 10.6 MB
04_Week_4/04_Unsupervised_Prediction.mp4 5.4 MB
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