國立清華大學開放式課程OpenCourseWare(NTHU, OCW) - 第3講 Probability & Information Theory/Decision Trees & Random Forest

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國立清華大學開放式課程

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03-5715131#35401 mengfen@mx.nthu.edu.tw 吳小姐

國立清華大學開放式課程

Title

第3講 Probability & Information Theory/Decision Trees & Random Forest

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Syllabus

章節大綱

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Randon Variables & Probability Distribution

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Multivariate & Derived Variables

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Bayes Rule & Statistics

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PCA

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Technical Details of Random Variables

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Common Probability Distributions

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Common Parametrizing Functions

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Information Theory

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KL Divergence

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Decision Trees & Random Forests

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