LRC: Learning R Curriculum under the Guidance of Dr. Li & Liu
- Bo Li, Mingwei Liu, et al.
This is the Cover Page of this course (drawn by Dr. Liu)
Course online: if you want to playback of classroom lecture videos, please click 数据科学: R入门与进阶
Note: there are 48 class-hours for this curriculum, and the detailed information on time allocation is as follows:
| No. | Content | Class-time on theory | Class-time on practice |
|---|---|---|---|
| 1 | Chapter-1. Introduction on R | 1 | 1 |
| 2 | Chapter-2. Data objects, importing & exporting | 2 | 4 |
| 3 | Chapter-3. Data pre-processing in R | 4 | 6 |
| 4 | Chapter-4. Function & control flow | 3 | 3 |
| 5 | Chapter-5. ABC of statistical imaging in R | 4 | 6 |
| 6 | Chapter-6. Advanced statistical imaging in R | 2 | 6 |
| 7 | Chapter-7. Data visualization and rattle in R | 2 | 4 |