Hui Jiang

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research:mlfbook

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Machine Learning Fundamentals

Machine Learning Fundamentals ©Hui Jiang 2021, Cambridge University Press

mlb-book-cover-small.jpg

  • GitHub Site: for Lecture Slides (chapter by chapter) and other supplementary materials
  1. Detailed Content
  2. Lecture Slides: Ch1, Ch2, Ch3, Ch4, Ch5, Ch6, Ch7, Ch8, Ch9, Ch10, Ch11, Ch12, Ch13, Ch14, Ch15
  • Supplementary Lab Projects:
  1. Lab 0: Preparation
  2. Lab 1: Data Visualization
  3. Lab 2: Linear Regression
  4. Lab 3: Logistic Regression
  5. Lab 4: Support Vector Machines
  6. Lab 5: Fully-Connected Neural Networks
  7. Lab 6: Convolutional Neural Networks
research/mlfbook.1644265245.txt.gz · Last modified: 2022/02/07 20:20 by hj
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