Machine Learning for Algorithmic Trading - Second Edition - 2nd Edition by Stefan Jansen (Paperback)

Product Description

About the Book "This edition introduces end-to-end machine learning for the trading workflow, from the idea and feature engineering to model optimization, strategy design, and backtesting."--Page 4 of cover. Book Synopsis Leverage machine learning to design and back-test automated trading strategies for real-world markets using pandas, TA-Lib, scikit-learn, LightGBM, SpaCy, Gensim, TensorFlow 2, Zipline, backtrader, Alphalens, and pyfolio. Purchase of the print or Kindle book includes a free eBook in the PDF format. Key Features: - Design, train, and evaluate machine learning algorithms that underpin automated trading strategies - Create a research and strategy development process to apply …