This note of course introduces the basic theory and algorithm learning rules of machine learning, which would lay a solid foundation for students to engage in research or project development in related fields.
- K-nearest neighbor method Lesson
- Naive Bayes method Lesson
- decision tree Lesson
- Support vector machine and kernel function Lesson
- Deep Learning