Classroom for DBS Python training program.
- Pre-requisites: A GitHub account
- Institute: DBS Bank Taiwan
- Instructor: Kuo, Yao-Jen yaojenkuo@datainpoint.com
About instructor: https://www.datainpoint.com/
- Use your own GitHub account to log in https://lab.datainpoint.com
- In case our lab reaches its upper limit, kindly activate a non-persistent BinderHub instead.
https://www.youtube.com/playlist?list=PLEq7iw5uOtuVPSrnS1l9BnooPv_n_Prjh
| Date | Slides | Exercises | Suggested Answers |
|---|---|---|---|
| 2020-09-16 | Getting Started with Python | ||
| 2020-09-18 | Getting Started with Python | ||
| 2020-09-23 | Data Wrangling with Python | Link | Link |
| 2020-09-25 | Data Wrangling with Python | ||
| 2020-09-30 | Advanced Topics in Python | Link | Link |
| 2020-10-14 | Advanced Topics in Python | ||
| 2020-10-16 | Advanced Topics in Python | Link | Link |
| 2020-10-21 | Array Computing with NumPy | ||
| 2020-10-23 | Array Computing with NumPy | Link | Link |
| 2020-10-28 | Dataframe Wrangling with Pandas | Link | |
| 2020-10-30 | Dataframe Wrangling with Pandas | Link | Link |
| 2020-11-04 | Dataframe Wrangling with Pandas | ||
| 2020-11-06 | Project: Taiwan Election 2020 | Link | Link |
| 2020-11-11 | Project: Taiwan Election 2020 | ||
| 2020-11-13 | Introduction to PySpark | ||
| 2020-11-18 | Introduction to PySpark | Link | Link |
| 2020-11-20 | Data Visualization with Matplotlib | ||
| 2020-11-27 | Introduction to Machine Learning | ||
| Key Takeaways |
How to convert slides.html to PDF format?
- Add
?print-pdfat the end ofslides.htmlmaking itslides.html?print-pdfand press enter - Copy and paste the URL to your Chrome browser
- File > Print... > Save as PDF