- Introduction - The Power of Data Engineering
- Data Extraction - Downloading and Viewing Data
- Table Stats - Data Statistical Overview
- Transform Features - Part 1 (Basics)
- Transform Features - Part 2 (Returns)
- Transform Features - Part 3 (Time-steps)
- Transform Features - Part 4 (Joining Data)
- Transform Features - Part 5 (Correlation and Co-integration)
- Transform Features - Part 6 (Drop NA)
- TA - Part 1
- TA - Part 2
- Conditional Signals and Outcomes
- Filtering Data
- ML Prep - Preparation for Machine Learning
- End to End Walkthrough
- Congratulations and Closing Comments