Equity Forecasting Methods & Techniques Course
Master short-term equity forecasting using strong data pipelines, proven models, and strict backtesting practices. Gain skills to convert 1–10 day price signals into practical trading rules, better risk management, and steady performance in liquid US equities. This course equips you with hands-on techniques for real-world stock prediction and strategy development.

flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
This course offers a focused, practical guide to creating strong 1–10 day stock prediction models. You will cover data sourcing, cleaning, and sampling, designing targets and features, using linear, tree-based, and neural models, validating and backtesting signals, and building forecasts into trading rules, risk controls, and clear strategies for actual use.
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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