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£57.45

Packt Publishing Packt Machine Learning for Algorithmic Trading Python Book

Name: Packt Machine Learning for Algorithmic Trading Python Book
Brand: Packt Publishing
Price: 57.45 GBP
Availability: InStock

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£57 today · previous high £57 · all-time low £44

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Description

Master the art of systematic trading with this comprehensive guide from Packt Publishing. This book teaches you how to leverage machine learning to design, train, and evaluate automated trading strategies for real-world markets. You will learn to build a robust research and strategy development process that applies predictive modeling to your trading decisions. By integrating market and alternative data, you can extract tradeable signals using advanced techniques. The content covers practical applications of NLP and deep learning to enhance your trading models. This resource is designed for those looking to implement automated strategies using Python and a wide range of industry-standard libraries. Purchase of the print or Kindle version includes a free eBook in PDF format to support your learning journey.

Key Features

Learn to design, train, and evaluate machine learning algorithms that form the foundation of automated trading strategies.

Develop a complete research and strategy development process to apply predictive modeling directly to trading decisions.

Utilize NLP and deep learning techniques to extract tradeable signals from both market and alternative data sources.

Work with essential Python libraries including pandas, scikit-learn, LightGBM, TensorFlow 2, and TA-Lib.

Implement back-testing and analysis using specialized tools like Zipline, backtrader, Alphalens, and pyfolio.

Master signal extraction using advanced text processing libraries such as SpaCy and Gensim.

Product Specifications

Brand: Packt Publishing
Format: paperback
ASIN: 1839217715
Category: Books > Subjects > Business, Finance & Law > E-Commerce > E-business
Domain: Amazon UK
Release Date: 31 July 2020
Listed Since: 20 July 2020

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Packt Publishing Packt Machine Learning for Algorithmic Trading Python Book

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