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System Note 14 · Independent Builds

Stock Market Prediction Pipeline

PythonPandasScikit-learnFlaskMachine Learning
What it is

A pipeline that pulls daily prices from Alpha Vantage, engineers technical-indicator features with pandas (RSI, MACD, moving averages), trains a scikit-learn random forest, and serves predictions from a Flask API.

Alpha Vantage · pandas · scikit-learn · Flask

Why I built it

A hands-on way to learn ingestion and feature engineering on data that never stops moving.

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