4 to 360 hours flexible workload
valid certificate in your country
What will I learn?
The Equity Forecasting Methods & Techniques Course provides a compact, hands-on pathway to developing robust 1–10 day stock prediction models. You'll learn data sourcing, cleaning, and sampling, designing targets and features, applying linear, tree-based, and neural models, validating and backtesting signals, then converting forecasts into trading rules, risk controls, and practical, explainable strategies ready for real-world application.
Elevify advantages
Develop skills
- Build clean short-horizon equity datasets from raw US market data quickly.
- Engineer powerful 1–10 day alpha features, from momentum to volatility edges.
- Implement and tune linear, tree, and neural models for equity return forecasts.
- Design robust walk-forward backtests with realistic costs and risk controls.
- Turn forecasts into executable 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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