from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
The Equity Forecasting Methods & Techniques Course provides a short, practical way to create strong 1–10 day stock prediction models. You will learn how to get data, clean it, and take samples, set up targets and features, use linear, tree-based, and neural models, check and test signals, then change forecasts into trading rules, risk controls, and clear strategies ready for real use.
Elevify advantages
Develop skills
- Build clean short-horizon equity datasets from raw US market data quickly.
- Engineer strong 1–10 day alpha features, from momentum to volatility advantages.
- Implement and adjust linear, tree, and neural models for equity return forecasts.
- Design solid walk-forward backtests with real costs and risk controls.
- Turn forecasts into workable trading rules with sizing, limits, and monitoring.
Suggested summary
Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
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