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Algorithmic Trading with Python: Quantitative Methods and Strategy Development

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Algorithmic Trading with Python: Quantitative Methods and Strategy Development - Conlan, Chris
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Algorithmic Trading with Python discusses modern quant trading methods in Python with a heavy focus on pandas, numpy, and scikit-learn. After establishing an understanding of technical indicators and performance metrics, readers will walk through the process of developing a trading simulator, strategy optimizer, and financial machine learning pipeline. This book maintains a high standard of reproducibility. All code and data is self-contained in a GitHub repo. The data includes hyper-realistic simulated price data and ...

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Algorithmic Trading with Python: Quantitative Methods and Strategy Development 2020, Independently Published

ISBN-13: 9798632784986

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