Schedule and Slides
Data Science and AI, Fall 2024
| Week | Date | Topic | Slides |
|---|---|---|---|
| 3 | 9/19 | Introduction to course content, Data Science, AI and Economics, Introduction to basic data analysis process | Lec0 |
| 4 | 9/26 | Introduction to basic AI tools: Github(Copilot) IDEs ect. | Lec1 |
| 5 | 10/3 | Introduction to R and Python | Lec2 |
| 6 | 10/10 | Introduction to R and Python | [Lec3]) |
| 7 | 10/17 | Introduction to spatial data and GIS analysis: Using NASA night light data as an example | [Lec4] |
| 8 | 10/24 | Introduction to spatial data and GIS analysis: Using NASA night light data as an example | [Lec5]) |
| 9 | 10/31 | Research Project Proposal Presentations | Students Presentations |
| 10 | 11/7 | Web scraping and text analysis: Based on Baidu search (or Sina Weibo) | [Lec6] |
| 11 | 11/14 | Web scraping and text analysis: Based on Baidu search (or Sina Weibo) | [Lec7] |
| 12 | 11/21 | OCR and text recognition: Based on Baidu PaddlePaddle platforms | [Lec8] |
| 13 | 11/28 | OCR and text recognition: Based on Baidu PaddlePaddle platform | [Lec9] |
| 14 | 12/5 | Research Project Report Presentations | Students Presentations |