21CTO

Jan 3, 2016 · Artificial Intelligence

How to Build a Real-Time Stock Prediction System with Open-Source AI and Big Data Tools

An open-source reference architecture for real-time stock prediction is presented, detailing a scalable, low-latency pipeline that captures live market data, stores it in memory, trains and applies machine learning models using Spring Cloud Data Flow, Apache Geode, Spark MLlib, and related big‑data components.