[Coursera] Practical Machine Learning by Jeff Leek, PhD, Brian Caffo, PhD, Roger D. Peng, PhD -移花宫-武林禁地，闲人禁止入内

[Coursera] Practical Machine Learning by Jeff Leek, PhD, Brian Caffo, PhD, Roger D. Peng, PhD

磁力链接/BT种子名称

[Coursera] Practical Machine Learning by Jeff Leek, PhD, Brian Caffo, PhD, Roger D. Peng, PhD

磁力链接/BT种子简介

种子哈希：7010cb856fb5b8406e2f27f33562a6660531490b
文件大小：353.95M
已经下载：1938次
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收录时间：2017-04-02
最近下载：2026-05-11
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文件列表

01_Week_1/01_Prediction_motivation.mp4 11.0 MB
01_Week_1/01_Prediction_motivation.pdf 1.3 MB
01_Week_1/01_Prediction_motivation.srt 15.5 kB
01_Week_1/01_Prediction_motivation.txt 9.5 kB
01_Week_1/02_What_is_prediction.mp4 11.5 MB
01_Week_1/02_What_is_prediction.pdf 1.9 MB
01_Week_1/02_What_is_prediction.srt 15.4 kB
01_Week_1/02_What_is_prediction.txt 9.6 kB
01_Week_1/03_Relative_importance_of_steps.mp4 12.9 MB
01_Week_1/03_Relative_importance_of_steps.pdf 928.6 kB
01_Week_1/03_Relative_importance_of_steps.srt 18.9 kB
01_Week_1/03_Relative_importance_of_steps.txt 11.6 kB
01_Week_1/04_In_and_out_of_sample_errors.mp4 9.1 MB
01_Week_1/04_In_and_out_of_sample_errors.pdf 1.1 MB
01_Week_1/04_In_and_out_of_sample_errors.srt 12.7 kB
01_Week_1/04_In_and_out_of_sample_errors.txt 8.0 kB
01_Week_1/05_Prediction_study_design.mp4 11.7 MB
01_Week_1/05_Prediction_study_design.pdf 882.4 kB
01_Week_1/05_Prediction_study_design.srt 16.7 kB
01_Week_1/05_Prediction_study_design.txt 10.4 kB
01_Week_1/06_Types_of_errors.mp4 14.5 MB
01_Week_1/06_Types_of_errors.pdf 1.8 MB
01_Week_1/06_Types_of_errors.srt 19.3 kB
01_Week_1/06_Types_of_errors.txt 11.9 kB
01_Week_1/07_Receiver_Operating_Characteristic.mp4 6.4 MB
01_Week_1/07_Receiver_Operating_Characteristic.pdf 343.6 kB
01_Week_1/07_Receiver_Operating_Characteristic.srt 8.8 kB
01_Week_1/07_Receiver_Operating_Characteristic.txt 5.5 kB
01_Week_1/08_Cross_validation.mp4 10.6 MB
01_Week_1/08_Cross_validation.pdf 513.3 kB
01_Week_1/08_Cross_validation.srt 15.4 kB
01_Week_1/08_Cross_validation.txt 9.6 kB
01_Week_1/09_What_data_should_you_use.mp4 8.1 MB
01_Week_1/09_What_data_should_you_use.pdf 1.8 MB
01_Week_1/09_What_data_should_you_use.srt 11.6 kB
01_Week_1/09_What_data_should_you_use.txt 7.2 kB
02_Week_2/01_Caret_package.mp4 8.6 MB
02_Week_2/01_Caret_package.pdf 2.4 MB
02_Week_2/01_Caret_package.srt 11.3 kB
02_Week_2/01_Caret_package.txt 7.1 kB
02_Week_2/02_Data_slicing.mp4 7.3 MB
02_Week_2/02_Data_slicing.pdf 852.7 kB
02_Week_2/02_Data_slicing.srt 9.6 kB
02_Week_2/02_Data_slicing.txt 6.0 kB
02_Week_2/03_Training_options.mp4 9.4 MB
02_Week_2/03_Training_options.pdf 1.4 MB
02_Week_2/03_Training_options.srt 12.9 kB
02_Week_2/03_Training_options.txt 7.9 kB
02_Week_2/04_Plotting_predictors.mp4 14.9 MB
02_Week_2/04_Plotting_predictors.pdf 1.7 MB
02_Week_2/04_Plotting_predictors.srt 18.4 kB
02_Week_2/04_Plotting_predictors.txt 11.5 kB
02_Week_2/05_Basic_preprocessing.mp4 14.3 MB
02_Week_2/05_Basic_preprocessing.pdf 1.6 MB
02_Week_2/05_Basic_preprocessing.srt 19.0 kB
02_Week_2/05_Basic_preprocessing.txt 11.8 kB
02_Week_2/06_Covariate_creation.mp4 23.9 MB
02_Week_2/06_Covariate_creation.pdf 2.0 MB
02_Week_2/06_Covariate_creation.srt 30.3 kB
02_Week_2/06_Covariate_creation.txt 18.8 kB
02_Week_2/07_Preprocessing_with_principal_components_analysis.mp4 18.2 MB
02_Week_2/07_Preprocessing_with_principal_components_analysis.pdf 1.8 MB
02_Week_2/07_Preprocessing_with_principal_components_analysis.srt 24.9 kB
02_Week_2/07_Preprocessing_with_principal_components_analysis.txt 15.4 kB
02_Week_2/08_Predicting_with_Regression.mp4 16.6 MB
02_Week_2/08_Predicting_with_Regression.pdf 1.9 MB
02_Week_2/08_Predicting_with_Regression.srt 19.6 kB
02_Week_2/08_Predicting_with_Regression.txt 12.2 kB
02_Week_2/09_Predicting_with_Regression_Multiple_Covariates.mp4 15.2 MB
02_Week_2/09_Predicting_with_Regression_Multiple_Covariates.pdf 1.9 MB
02_Week_2/09_Predicting_with_Regression_Multiple_Covariates.srt 18.6 kB
02_Week_2/09_Predicting_with_Regression_Multiple_Covariates.txt 11.5 kB
03_Week_3/01_Predicting_with_trees.mp4 17.0 MB
03_Week_3/01_Predicting_with_trees.pdf 1.7 MB
03_Week_3/01_Predicting_with_trees.srt 20.9 kB
03_Week_3/01_Predicting_with_trees.txt 12.9 kB
03_Week_3/02_Bagging.mp4 12.0 MB
03_Week_3/02_Bagging.pdf 1.6 MB
03_Week_3/02_Bagging.srt 15.1 kB
03_Week_3/02_Bagging.txt 9.4 kB
03_Week_3/03_Random_Forests.mp4 9.2 MB
03_Week_3/03_Random_Forests.pdf 1.4 MB
03_Week_3/03_Random_Forests.srt 11.8 kB
03_Week_3/03_Random_Forests.txt 7.4 kB
03_Week_3/04_Boosting.mp4 9.5 MB
03_Week_3/04_Boosting.pdf 1.2 MB
03_Week_3/04_Boosting.srt 11.9 kB
03_Week_3/04_Boosting.txt 7.4 kB
03_Week_3/05_Model_Based_Prediction.mp4 15.3 MB
03_Week_3/05_Model_Based_Prediction.pdf 1.3 MB
03_Week_3/05_Model_Based_Prediction.srt 19.4 kB
03_Week_3/05_Model_Based_Prediction.txt 11.9 kB
04_Week_4/01_Regularized_regression.mp4 17.6 MB
04_Week_4/01_Regularized_regression.pdf 1.8 MB
04_Week_4/01_Regularized_regression.srt 21.7 kB
04_Week_4/01_Regularized_regression.txt 13.3 kB
04_Week_4/02_Combining_predictors.mp4 9.8 MB
04_Week_4/02_Combining_predictors.pdf 1.8 MB
04_Week_4/02_Combining_predictors.srt 11.1 kB
04_Week_4/02_Combining_predictors.txt 6.9 kB
04_Week_4/03_Forecasting.mp4 11.1 MB
04_Week_4/03_Forecasting.pdf 1.9 MB
04_Week_4/03_Forecasting.srt 12.5 kB
04_Week_4/03_Forecasting.txt 7.8 kB
04_Week_4/04_Unsupervised_Prediction.mp4 5.7 MB
04_Week_4/04_Unsupervised_Prediction.pdf 753.5 kB
04_Week_4/04_Unsupervised_Prediction.srt 7.4 kB
04_Week_4/04_Unsupervised_Prediction.txt 4.6 kB