Title: Machine Learning for Algorithmic Trading: Predictive models to extract signals from market and alternative data for systematic trading strategies with Python, 2nd Edition
Publisher: Packt Publishing Limited
Publication Date: 2020
Language: English
ISBN 10: 1839217715
ISBN 13: 9781839217715
Binding: Paperback / softback
Edition: 2nd Edition
Condition: New
Weight: 526 grams

About this title

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 predictive modeling to trading decisions
Leverage NLP and deep learning...

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