山东大学计算机学院2021-2022机器学习笔记，总结了考试范围内的知识点
git clone https://github.com/PTYin/ml-basics.git- Strongly recommend you to open markdown notes in Typora.
- Linear Regression [Markdown] [PDF]
- Logistic Regression [Markdown] [PDF]
- Bayesian Statistics and Regularization [Markdown] [PDF]
- Gaussian Discriminant Analysis, Naive Bayes and EM Algorithm [Markdown] [PDF]
- Support Vector Machine [Markdown] [PDF]
- K-Means [Markdown] [PDF]
- Factor Analysis and Principle Component Analysis [Markdown] [PDF]
- Learning Theory [Markdown] [PDF]