from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
The Equity Forecasting Methods & Techniques Course provides a compact, practical guide to developing strong 1–10 day stock prediction models. You will cover data sourcing, cleaning, and sampling, create targets and features, use linear, tree-based, and neural models, validate and backtest signals, and convert forecasts into trading rules, risk controls, and practical, explainable strategies for real-world application.
Elevify advantages
Develop skills
- Build clean short-horizon equity datasets from raw US market data quickly.
- Engineer effective 1–10 day alpha features, from momentum to volatility advantages.
- Implement and adjust linear, tree, and neural models for equity return predictions.
- Design solid walk-forward backtests with realistic costs and risk measures.
- Convert forecasts into workable trading rules with position sizing, limits, and oversight.
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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