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Equity Forecasting Methods & Techniques Course

Equity Forecasting Methods & Techniques Course
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.
Workload: between 4 and 360 hours

What our students say

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Very great course. Lots of rich information.
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