Machine Learning for Algorithmic Trading: Predictive models to extract signals from market and alternative data for systematic trading strategies with Python, 2nd Edition

Jansen, Stefan

ISBN 10: 1839217715 / ISBN 13: 9781839217715

Published by Packt Publishing, 2020

About this Item

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Seller Inventory # ERICA75818392177155

Bibliographic Details

• 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
• Publication Date: 2020
• Language: English
• ISBN 10: 1839217715
• ISBN 13: 9781839217715
• Binding: Paperback
• Edition: 2nd Edition
• Condition: New
• Book Type: book

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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