Hilpisch, Yves
Python for Algorithmic Trading: From Idea to Cloud Deployment
- ISBN 13:
- 9781492053354
- author:
- Hilpisch, Yves
- format:
- Paperback / softback
- publisher:
- O'Reilly Media, Inc, USA
- language:
- English
- Publication Year:
- 2020
- Pages:
- 350
- Dimensions:
- 23.3 x 17.8 centimeters (0.65 kg
- Genre:
- Computers, Applications, Finance,
- Condition:
- New
- Availability:
- Item usually sent within 10 working days
Description
Python for Algorithmic Trading From Idea to Cloud Deployment by Yves J. Hilpisch is a practical guide to using Python in algorithmic trading. This book shows students, academics, and practitioners how to apply Python to different aspects of algorithmic trading, including backtesting strategies and interacting with online trading platforms. You'll learn how to set up a proper Python environment for algorithmic trading, retrieve financial data from public and proprietary sources, and master vectorized backtesting using NumPy and pandas. The book also covers generating market predictions with machine learning and deep learning, as well as real-time processing of streaming data with socket programming tools. By exploring options for systematically building and deploying automated algorithmic trading strategies, this book helps level the playing field for traders of all levels.
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