Introduction - Getting Started
  • Introduction - The Power of Data Engineering
  • Data Extraction - Downloading and Viewing Data
  • Table Stats - Data Statistical Overview
Transforming Features
  • 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 - Technical Analysis
  • TA - Part 1
  • TA - Part 2
Conditions, Filters and ML Preparation
  • Conditional Signals and Outcomes
  • Filtering Data
  • ML Prep - Preparation for Machine Learning
Summary - Putting It All Together
  • End to End Walkthrough
  • Congratulations and Closing Comments