- 01. Introduction to Data Ingestion
- 02. Data Source Analysis and APIs
- 03. Data Preprocessing Steps
- 04. Data Cleaning and Transformation
- 05. Data Interpolation and Reshaping
- 06. Demo: Fixing Errors in Numeric Data Using Pandas
- 07. Exercise: Fixing Data in Pandas DataFrame
- 08. Exercise Solution
- 09. Batch Processing for Training and Backtesting
- 10. Stream Processing Inference Data
- 11. Demo: Coinbase API Demo
- 12. Exercise: Pull Data from YFinance API
- 13. Exercise Solution
- 14. Conclusion