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Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Algorithmic Trading with Python: Quantitative Methods and Strategy Development

Algorithmic Trading with Python: Quantitative Methods and Strategy Development

Paperback

Series: Algorithmic Trading, Book 1

Investing & Finance

ISBN13: 9798632784986
Publisher: Independently Published
Published: Apr 9 2020
Pages: 128
Weight: 0.69
Height: 0.27 Width: 8.50 Depth: 11.00
Language: English
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 alternative data based on real securities. Algorithmic Trading with Python (2020) is the spiritual successor to Automated Trading with R (2016). This book covers more content in less time than its predecessor due to advances in open-source technologies for quantitative analysis.

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