[FreeTutorials.Us] machine-learning-in-python-random-forest-adaboost -移花宫-武林禁地，闲人禁止入内

[FreeTutorials.Us] machine-learning-in-python-random-forest-adaboost

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[FreeTutorials.Us] machine-learning-in-python-random-forest-adaboost

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种子哈希：d6d55155146bc0a0701df35c1de444fa38310e72
文件大小：399.79M
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收录时间：2017-08-18
最近下载：2025-09-11

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文件列表

01 Get Started/001 Outline and Motivation.mp4 7.5 MB
01 Get Started/002 Where to get the Code and Data.mp4 3.5 MB
01 Get Started/003 All Data is the Same.mp4 5.5 MB
01 Get Started/004 Plug-and-Play.mp4 3.7 MB
02 Bias-Variance Trade-Off/005 Bias-Variance Key Terms.mp4 10.7 MB
02 Bias-Variance Trade-Off/006 Bias-Variance Trade-Off.mp4 5.1 MB
02 Bias-Variance Trade-Off/007 Bias-Variance Decomposition.mp4 5.6 MB
02 Bias-Variance Trade-Off/008 Polynomial Regression Demo.mp4 43.8 MB
02 Bias-Variance Trade-Off/009 K-Nearest Neighbor and Decision Tree Demo.mp4 14.5 MB
02 Bias-Variance Trade-Off/010 Cross-Validation as a Method for Optimizing Model Complexity.mp4 7.3 MB
03 Bootstrap Estimates and Bagging/011 Bootstrap Estimation.mp4 15.9 MB
03 Bootstrap Estimates and Bagging/012 Bootstrap Demo.mp4 11.5 MB
03 Bootstrap Estimates and Bagging/013 Bagging.mp4 4.1 MB
03 Bootstrap Estimates and Bagging/014 Bagging Regression Trees.mp4 16.6 MB
03 Bootstrap Estimates and Bagging/015 Bagging Classification Trees.mp4 21.3 MB
03 Bootstrap Estimates and Bagging/016 Stacking.mp4 6.4 MB
04 Random Forest/017 Random Forest Algorithm.mp4 15.1 MB
04 Random Forest/018 Random Forest Regressor.mp4 15.6 MB
04 Random Forest/019 Random Forest Classifier.mp4 13.2 MB
04 Random Forest/020 Random Forest vs Bagging Trees.mp4 8.2 MB
04 Random Forest/021 Implementing a Not as Random Forest.mp4 9.1 MB
04 Random Forest/022 Connection to Deep Learning Dropout.mp4 4.4 MB
05 AdaBoost/023 AdaBoost Algorithm.mp4 11.4 MB
05 AdaBoost/024 Additive Modeling.mp4 2.9 MB
05 AdaBoost/025 AdaBoost Loss Function Exponential Loss.mp4 11.7 MB
05 AdaBoost/026 AdaBoost Implementation.mp4 16.5 MB
05 AdaBoost/027 Comparison to Stacking.mp4 5.7 MB
05 AdaBoost/028 Connection to Deep Learning.mp4 6.3 MB
05 AdaBoost/029 Summary and Whats Next.mp4 7.7 MB
06 Appendix/030 Confidence Intervals.mp4 16.6 MB
06 Appendix/031 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 46.0 MB
06 Appendix/032 How to Code by Yourself part 1.mp4 25.7 MB
06 Appendix/033 How to Code by Yourself part 2.mp4 15.5 MB
06 Appendix/034 BONUS Where to get Udemy coupons and FREE deep learning material.mp4 4.2 MB
[FreeTutorials.Us].txt 75 Bytes
Freetutorials.Us.url 119 Bytes