课程介绍

Nowadays, Machine Learning(ML) is almost mentioned by almost everyone in everyday. It is getting more and more important. This course introduce some basic concept and several common methods and algorithms to students.  Let students has  fundamental understanding of Machine Learning.  and can apply some methods and algorithms  in their future study and work.Main topic include
Two kinds of machine learning method and their diffence
k-nearest method
Decision Tree
Naive Bayes
Numeric regression
Logistic Regression
k-means
sklearn library

课程大纲

考核标准

attendance         10%
paper(present)      20%
Practice             20%
final exam(open)    50%