1. |
Recap of Python / Pandas |
|
- Anaconda
- Python/pandas / data management basic
- Talib
- Data fetching with yfinance |
2. |
Blockchain 101 |
|
- Blockchain fundamental |
3. |
Deployment of trading strategies with Python |
|
- Trading logic and strategies
- How to perform quantitative analysis and technical analysis |
4. |
Binance and other API |
|
- Use Binance and other API |
5. |
Web scraping with Python |
|
- BeautifulSoup / Selenium |
6. |
Backtesting of trading strategies |
|
- Backtesting with Python and Backtrader |
7. |
Database system management and development with Python - (Part One) |
|
- SQL (MSSQL) and NoSQL (MongoDB) |
8. |
Database system management and development with Python - (Part Two) |
|
- Use case: Automatic alerting system with python |
9. |
High performance execution with Python and C++ |
|
- IB API with C++
- Concurrency and async programming with Python and C++ |
10. |
Automatic order execution with Tradingview, IB and Python / C++ |
|
- Overview of use of tradingview
- Automatic order execution with webhook |