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.
✔ Author(s): Chris Conlan
✔ Title: Algorithmic Trading with Python: Quantitative Methods and Strategy Development
✔ Rating : 4.2 out of 5 base on (63 reviews)
✔ ISBN-10: B086Y6H6YG
✔ ISBN-13: 978B086Y6H6Y0
✔ Language: English
✔ Format ebook: PDF, EPUB, Kindle, Audio, HTML and MOBI
✔ Device compatibles: Android, iOS, PC and Amazon Kindle
Readers' opinions about Algorithmic Trading with Python by Chris Conlan
Thea Bell
The author's writing style is so captivating; I couldn't put the book down. Every sentence was beautifully crafted, and the descriptions painted vivid images in my mind. A true literary gem.
Elaine Leonard
The depth of character development was astounding. I felt like I knew each person intimately, understanding their hopes, fears, and dreams. It made the story so much more meaningful.
Aileen Menzie
The way this book explored the complexities of human nature and relationships was both profound and relatable. It touched my heart in ways I didn't expect.
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