{"product_id":"python-for-finance-automated-trading-backtesting-and-portfolio-management-9798245223742","title":"Python for Finance: Automated Trading, Backtesting, and Portfolio Management","description":"\u003cp\u003e • Author(s): Raphael Sander\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Programming Languages - Python\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eModern finance runs on code. Python is the language that powers it.\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eFrom quantitative trading desks to personal investment strategies, Python has become the foundation of modern financial analysis and automation. This book provides a \u003cb\u003epractical, end-to-end guide\u003c\/b\u003e to using Python for \u003cb\u003eautomated trading, backtesting strategies, and portfolio management\u003c\/b\u003e.\u003c\/p\u003e\u003cp\u003e\u003cb\u003ePython for Finance\u003c\/b\u003e focuses on real-world workflows used by analysts, quants, and developers-bridging the gap between theory and executable systems.\u003c\/p\u003e\u003cbr\u003eWhat You'll Learn in This Book\u003cul\u003e\n\u003cli\u003e\u003cp\u003eUsing Python for financial data analysis\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eBuilding and testing automated trading strategies\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDesigning reliable backtesting frameworks\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eWorking with time series market data\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eRisk management and performance evaluation\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003ePortfolio construction and optimization basics\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eTurning research code into repeatable processes\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThe emphasis is on \u003cb\u003esound methodology and reproducibility\u003c\/b\u003e, not hype or shortcuts.\u003c\/p\u003e\u003cbr\u003eWho This Book Is For\u003cp\u003eThis guide is ideal for: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eFinance professionals and analysts\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eAspiring quantitative traders\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003ePython developers entering finance\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eData scientists working with financial data\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eIndividual investors building systematic strategies\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eBasic Python knowledge is helpful but not required.\u003c\/p\u003e\u003cbr\u003eWhy Python Dominates Modern Finance\u003cp\u003ePython is widely used in finance because it enables: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eRapid data exploration and modeling\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eIntegration with market data sources\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eAutomation of research and execution\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eTransparent, auditable analysis\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThis book teaches you how to \u003cb\u003euse Python responsibly in financial contexts\u003c\/b\u003e, with a focus on robustness and risk awareness.\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47571317424279,"sku":"9798245223742","price":1687.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798245223742.webp?v=1774886894","url":"https:\/\/atlanticbooks.com\/products\/python-for-finance-automated-trading-backtesting-and-portfolio-management-9798245223742","provider":"Atlantic Books","version":"1.0","type":"link"}