Algorithmic Trading with Python: Quantitative Methods and Strategy Development: 1 - Softcover

Conlan, Chris

 
9798632784986: Algorithmic Trading with Python: Quantitative Methods and Strategy Development: 1
Softcover
ISBN 13: 9798632784986
Publisher: Independently published, 2020

Synopsis

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.

"synopsis" may belong to another edition of this title.

Publisher
Independently published
Publication date
2020
Language
English
ISBN 13 
9798632784986
Binding
Paperback
Number of pages
126