1061_STATISTICAL LEARNING AND DATA MINING
Course Period：From2017-09-11 ~ Any Time
Course Intro
Course Plan
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Chap1_Introduction
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Chap2_Statistical_Learning
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Chap 3 Linear Regression
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Chap 4 Classification
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Chap 5 Cross Validation and Bootstrap
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Chap 6 Model Selection
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Chap 7 Nonlinear Models
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Chap 8 Tree-Based Models
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Chap 9 SVM
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Chap 10 Unsupervised Learning
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R Code
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R Markdown Zip
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Python Code
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期中考試資料
Co-Instructor(s)
郭美惠
郭美惠
Co-Instructor(s)
蔡承翰
蔡承翰
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