{"product_id":"financial-data-science-9781009432245","title":"Financial Data Science","description":"\u003cp\u003e • Author(s): Giuseppe Calafiore | Laurent El Ghaoui | Giulia Fracastoro\u003cbr\u003e • Publisher: Cambridge University Press\u003cbr\u003e • Publisher Imprint: Cambridge University Press\u003cbr\u003e • BISAC: Signals \u0026amp; Signal Processing\u003c\/p\u003e\u003cp\u003eConfidently analyze, interpret and act on financial data with this practical introduction to the fundamentals of financial data science. Master the fundamentals with step-by-step introductions to core topics will equip you with a solid foundation for applying data science techniques to real-world complex financial problems. Extract meaningful insights as you learn how to use data to lead informed, data-driven decisions, with over 50 examples and case studies and hands-on Matlab and Python code. Explore cutting-edge techniques and tools in machine learning for financial data analysis, including deep learning and natural language processing. Accessible to readers without a specialized background in finance or machine learning, and including coverage of data representation and visualization, data models and estimation, principal component analysis, clustering methods, optimization tools, mean\/variance portfolio optimization and financial networks, this is the ideal introduction for financial services professionals, and graduate students in finance and data science.\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Hardcover","offer_id":46415887958167,"sku":"9781009432245","price":7494.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781009432245.webp?v=1769061275","url":"https:\/\/atlanticbooks.com\/products\/financial-data-science-9781009432245","provider":"Atlantic Books","version":"1.0","type":"link"}