This course provides essential Python programming techniques dedicated on algo trading development. No Python or any other programming experience is assumed and we will cover from basic to advanced programming techniques to be used for algo trading system development.
After the course the students are able to:
The highlight is the collaborative group project, requiring participants to design, develop, and present a fully integrated data-driven trading application with the support of our tutors during the course.
1. Basic data management techniques with Python
– Data types, data objects, pandas and filtering techniques with pandas for loop, if else, common program logics
2. Common program logic and pattern with python
– Define function
3. Charting techniques with Python
– Data aggregation and other data process techniques
– Data visualization techniques(generate candlestick charts and others)
4. OOP programming
– OOP concepts with python
5. Backtesing of trading strategies with Python
– How to perform detailed backtesing of trading strategies with python
– Assignment one
6. Web service development with python
– Develop web interface with flash(Python)
7. Database management with python
– Use of KDB+/SQLDB with python
– Web scraping techniques
8. Web scraping techniques
– Use case: Generate Ol charts of stock options
9. Concurrent programming with Python
– Why it is useful and important for algo trading system
– Asyncio
10. Use case one-Web hooking techniques
– Web hooking trading bot (From trading view alerts to Web service framework and execute trading strategies)
11. Group project presentation
– Web interface+algo trading execution platform
Date: 2025/04/23 – 2025/06/24
Time: 19:00-22:00 (Subject to confirm before the course)
Location: Hong Kong (Subject to confirm before the course)
Total: 30 hours – offline face to face teaching
Learning Materials: Hands-on articles, downloadable resources
Certificate of completion
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