Python for Algorithmic Trading by Yves Hilpisch

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Python for Algorithmic Trading by Yves Hilpisch

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Summary

Algorithmic trading is now open to small organizations and individual traders using online platforms. The tool of choice for many traders today is Python and its ecosystem of powerful packages. In this practical book, author Yves Hilpisch shows students, academics, and practitioners how to use Python in the fascinating field of algorithmic trading.

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Python for Algorithmic Trading by Yves Hilpisch

Algorithmic trading, once the exclusive domain of institutional players, is now open to small organizations and individual traders using online platforms. The tool of choice for many traders today is Python and its ecosystem of powerful packages. In this practical book, author Yves Hilpisch shows students, academics, and practitioners how to use Python in the fascinating field of algorithmic trading. You'll learn several ways to apply Python to different aspects of algorithmic trading, such as backtesting trading strategies and interacting with online trading platforms. Some of the biggest buy- and sell-side institutions make heavy use of Python. By exploring options for systematically building and deploying automated algorithmic trading strategies, this book will help you level the playing field. Set up a proper Python environment for algorithmic trading Learn how to retrieve financial data from public and proprietary data sources Explore vectorization for financial analytics with NumPy and pandas Master vectorized backtesting of different algorithmic trading strategies Generate market predictions by using machine learning and deep learning Tackle real-time processing of streaming data with socket programming tools Implement automated algorithmic trading strategies with the OANDA and FXCM trading platforms

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Yves Hilpisch is the founder and managing partner of The Python Quants, a financial engineering and analytics software company. Python Quant Platform (http: //quant-platform.com) and DX Analytics (http: //dx-analytics.com) are two of the Python Quants' products. Yves also gives courses on mathematical finance and organizes Python for Quantitative Finance meetups and conferences in New York and London.

SKU Unavailable
ISBN 13 9781492053354
ISBN 10 149205335X
Title Python for Algorithmic Trading
Author Yves Hilpisch
Condition Unavailable
Binding Type Paperback
Publisher O'Reilly Media
Year published 2020-11-30
Number of pages 350
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.