research:mlfbook
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Machine Learning Fundamentals
Machine Learning Fundamentals ©Hui Jiang 2021, Cambridge University Press
- Hui Jiang, "Machine Learning Fundamentals", Cambridge University Press, 2021. (bibtex)
- GitHub Site: for Lecture Slides (chapter by chapter) and other supplementary materials
- Lecture Slides: Ch1, Ch2, Ch3, Ch4, Ch5, Ch6, Ch7, Ch8, Ch9, Ch10, Ch11, Ch12, Ch13, Ch14, Ch15
- Supplementary Lab Projects:
- Lab 0: Preparation
- Lab 1: Data Visualization
- Lab 2: Linear Regression
- Lab 3: Logistic Regression
- Lab 4: Support Vector Machines
research/mlfbook.1644264885.txt.gz · Last modified: 2022/02/07 20:14 by hj