{"product_id":"algorithmic-trading-with-python-quantitative-methods-and-strategy-development-9798632784986","title":"Algorithmic Trading with Python: Quantitative Methods and Strategy Development","description":"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.\u003cbr\u003e","brand":"Independently Published","offers":[{"title":"Default Title","offer_id":50510775025938,"sku":"9798632784986","price":19.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_a3316480-9044-4191-9698-66878a99ef35.jpg?v=1730933956","url":"https:\/\/surprise-castle.myshopify.com\/products\/algorithmic-trading-with-python-quantitative-methods-and-strategy-development-9798632784986","provider":"Surprise Castle","version":"1.0","type":"link"}