{"product_id":"9781009432245","title":"Financial Data Science","description":"\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":"Giuseppe Calafiore","offers":[{"title":"Default Title","offer_id":52402157125950,"sku":"9781009432245","price":2832.8,"currency_code":"ZAR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4357\/7662\/files\/9781009432245.jpg?v=1761194086","url":"https:\/\/exclusivebooks.co.za\/products\/9781009432245","provider":"Exclusive Books Online","version":"1.0","type":"link"}