EAN: 9781492053354

PYTHON FOR ALGORITHMIC TRADING - YVES HILPISCH ...

Algorithmic trading  once the exclusive domain of institutional players  is now open to small
organizations and indivisual traders using online platforms. The tool of choice for many
traders today is Python and its ecosystems 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. Ny
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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