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ajzhanghk
Stat3612
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Course materials for HKU STAT3612 Statistical Machine Learning
ajzhanghk.github.io/Stat3612/
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HelocData.csv
HelocData.csv
HelocDataDict.xlsx
HelocDataDict.xlsx
HelocDataDict2.xlsx
HelocDataDict2.xlsx
Lecture10_DNN.ipynb
Lecture10_DNN.ipynb
Lecture10_DNN.pdf
Lecture10_DNN.pdf
Lecture11_xNN.pdf
Lecture11_xNN.pdf
Lecture12.pdf
Lecture12.pdf
Lecture1_Introduction.pdf
Lecture1_Introduction.pdf
Lecture1_Preview.ipynb
Lecture1_Preview.ipynb
Lecture2_DataExploration.pdf
Lecture2_DataExploration.pdf
Lecture2_Data_Exploration.ipynb
Lecture2_Data_Exploration.ipynb
Lecture3_GLM.ipynb
Lecture3_GLM.ipynb
Lecture3_GLM.pdf
Lecture3_GLM.pdf
Lecture4_FeatureEngineering.ipynb
Lecture4_FeatureEngineering.ipynb
Lecture4_FeatureEngineering.pdf
Lecture4_FeatureEngineering.pdf
Lecture5_RegLM.ipynb
Lecture5_RegLM.ipynb
Lecture5_RegLM.pdf
Lecture5_RegLM.pdf
Lecture6_GAM.ipynb
Lecture6_GAM.ipynb
Lecture6_GAM.pdf
Lecture6_GAM.pdf
Lecture7_IML.ipynb
Lecture7_IML.ipynb
Lecture7_IML.pdf
Lecture7_IML.pdf
Lecture8_Tree.ipynb
Lecture8_Tree.ipynb
Lecture8_Tree.pdf
Lecture8_Tree.pdf
Lecture9_SVM.ipynb
Lecture9_SVM.ipynb
Lecture9_SVM.pdf
Lecture9_SVM.pdf
LogoIML.png
LogoIML.png
ProposalCall.pdf
ProposalCall.pdf
README.md
README.md
Syllabus.pdf
Syllabus.pdf
ToyCNN.png
ToyCNN.png
index.html
index.html
mixture.csv
mixture.csv
style.css
style.css
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Stat3612
Course materials for HKU STAT3612 Statistical Machine Learning
About
Course materials for HKU STAT3612 Statistical Machine Learning
ajzhanghk.github.io/Stat3612/
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