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

Conlan, Chris

Softcover

ISBN 13: 9798632784986

Verlag: Independently published, 2020

Inhaltsangabe

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.

Details zur Ausgabe

• Verlag: Independently published
• Erscheinungsdatum: 2020
• Sprache: Englisch
• ISBN 13: 9798632784986
• Einband: Tapa blanda
• Anzahl der Seiten: 126
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar