**Introduction to Data Science **

Institute of

Tel: 03-5731870 Email: hslu@stat.nctu.edu.tw

__Goals:__

This course will introduce data science with the computer language of R. Undergraduate knowledge of statistics will be helpful for the understanding of this course.

__Course
Outlines:__

- Introduction of Data Science
- Introduction of R
- Process Real Data by R
- Data Visualization
- Exploratory Data Analysis
- Regression
- Classification
- Text Mining
- Clustering
- Advanced Topics

__Reference:__

__Evaluation:__

- Homework: 70%
- Term Project: 30%

__Links:__