种子简介
种子名称：
[Coursera] Practical Machine Learning by Jeff Leek, PhD, Brian Caffo, PhD, Roger D. Peng, PhD
文件类型：
视频
文件数目：
27个文件
文件大小：
315.96 MB
收录时间：
2017-10-20 00:27
已经下载：
3次
资源热度：
311
最近下载：
2024-11-22 19:36
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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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种子包含的文件
[Coursera] Practical Machine Learning by Jeff Leek, PhD, Brian Caffo, PhD, Roger D. Peng, PhD.torrent
01_Week_1/01_Prediction_motivation.mp410.49MB
01_Week_1/02_What_is_prediction.mp410.98MB
01_Week_1/03_Relative_importance_of_steps.mp412.31MB
01_Week_1/04_In_and_out_of_sample_errors.mp48.67MB
01_Week_1/05_Prediction_study_design.mp411.13MB
01_Week_1/06_Types_of_errors.mp413.87MB
01_Week_1/07_Receiver_Operating_Characteristic.mp46.07MB
01_Week_1/08_Cross_validation.mp410.1MB
01_Week_1/09_What_data_should_you_use.mp47.77MB
02_Week_2/01_Caret_package.mp48.23MB
02_Week_2/02_Data_slicing.mp47MB
02_Week_2/03_Training_options.mp49.01MB
02_Week_2/04_Plotting_predictors.mp414.21MB
02_Week_2/05_Basic_preprocessing.mp413.6MB
02_Week_2/06_Covariate_creation.mp422.77MB
02_Week_2/07_Preprocessing_with_principal_components_analysis.mp417.4MB
02_Week_2/08_Predicting_with_Regression.mp415.8MB
02_Week_2/09_Predicting_with_Regression_Multiple_Covariates.mp414.5MB
03_Week_3/01_Predicting_with_trees.mp416.18MB
03_Week_3/02_Bagging.mp411.45MB
03_Week_3/03_Random_Forests.mp48.73MB
03_Week_3/04_Boosting.mp49.07MB
03_Week_3/05_Model_Based_Prediction.mp414.55MB
04_Week_4/01_Regularized_regression.mp416.76MB
04_Week_4/02_Combining_predictors.mp49.31MB
04_Week_4/03_Forecasting.mp410.6MB
04_Week_4/04_Unsupervised_Prediction.mp45.4MB
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