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[FreeTutorials.Us] machine-learning-in-python-random-forest-adaboost
magnet:?xt=urn:btih:d6d55155146bc0a0701df35c1de444fa38310e72&dn=[FreeTutorials.Us] machine-learning-in-python-random-forest-adaboost
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d6d55155146bc0a0701df35c1de444fa38310e72
infohash:
34
文件数量
399.79 MB
文件大小
2017-12-26 13:16
创建日期
2025-2-16 23:10
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FreeTutorials
Us
machine-learning-in-python-random-forest-adaboost
01 Get Started/001 Outline and Motivation.mp4 7.19 MB
01 Get Started/002 Where to get the Code and Data.mp4 3.35 MB
01 Get Started/003 All Data is the Same.mp4 5.24 MB
01 Get Started/004 Plug-and-Play.mp4 3.5 MB
02 Bias-Variance Trade-Off/005 Bias-Variance Key Terms.mp4 10.23 MB
02 Bias-Variance Trade-Off/006 Bias-Variance Trade-Off.mp4 4.89 MB
02 Bias-Variance Trade-Off/007 Bias-Variance Decomposition.mp4 5.37 MB
02 Bias-Variance Trade-Off/008 Polynomial Regression Demo.mp4 41.75 MB
02 Bias-Variance Trade-Off/009 K-Nearest Neighbor and Decision Tree Demo.mp4 13.86 MB
02 Bias-Variance Trade-Off/010 Cross-Validation as a Method for Optimizing Model Complexity.mp4 6.97 MB
03 Bootstrap Estimates and Bagging/011 Bootstrap Estimation.mp4 15.17 MB
03 Bootstrap Estimates and Bagging/012 Bootstrap Demo.mp4 10.95 MB
03 Bootstrap Estimates and Bagging/013 Bagging.mp4 3.92 MB
03 Bootstrap Estimates and Bagging/014 Bagging Regression Trees.mp4 15.87 MB
03 Bootstrap Estimates and Bagging/015 Bagging Classification Trees.mp4 20.31 MB
03 Bootstrap Estimates and Bagging/016 Stacking.mp4 6.07 MB
04 Random Forest/017 Random Forest Algorithm.mp4 14.42 MB
04 Random Forest/018 Random Forest Regressor.mp4 14.89 MB
04 Random Forest/019 Random Forest Classifier.mp4 12.58 MB
04 Random Forest/020 Random Forest vs Bagging Trees.mp4 7.82 MB
04 Random Forest/021 Implementing a Not as Random Forest.mp4 8.69 MB
04 Random Forest/022 Connection to Deep Learning Dropout.mp4 4.22 MB
05 AdaBoost/023 AdaBoost Algorithm.mp4 10.88 MB
05 AdaBoost/024 Additive Modeling.mp4 2.78 MB
05 AdaBoost/025 AdaBoost Loss Function Exponential Loss.mp4 11.18 MB
05 AdaBoost/026 AdaBoost Implementation.mp4 15.78 MB
05 AdaBoost/027 Comparison to Stacking.mp4 5.44 MB
05 AdaBoost/028 Connection to Deep Learning.mp4 6.03 MB
05 AdaBoost/029 Summary and Whats Next.mp4 7.37 MB
06 Appendix/030 Confidence Intervals.mp4 15.81 MB
06 Appendix/031 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 43.92 MB
06 Appendix/032 How to Code by Yourself part 1.mp4 24.53 MB
06 Appendix/033 How to Code by Yourself part 2.mp4 14.8 MB
06 Appendix/034 BONUS Where to get Udemy coupons and FREE deep learning material.mp4 4.02 MB
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