{"product_id":"algorithmic-trading-with-python-quantitative-methods-and-strategy-development-9798632784986","title":"Algorithmic Trading with Python: Quantitative Methods and Strategy Development","description":"\u003cp\u003e • Author(s): Chris Conlan\u003cbr\u003e • Publisher: MixIG\u003cbr\u003e • Publisher Imprint: MixIG\u003cbr\u003e • Subject: General Books\u003cbr\u003e • BISAC: Investments \u0026amp; Securities - Analysis \u0026amp; Trading Strategies\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eAlgorithmic 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.\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":45561021661335,"sku":"9798632784986","price":2020.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798632784986.webp?v=1767924334","url":"https:\/\/atlanticbooks.com\/products\/algorithmic-trading-with-python-quantitative-methods-and-strategy-development-9798632784986","provider":"Atlantic Books","version":"1.0","type":"link"}