{"title":"Ka Chun Cheung","description":"\u003cp\u003eWelcome to the Ka Chun Cheung collection, where cutting-edge insights in financial data analytics meet the fascinating worlds of machine learning, optimisation, and statistics. Renowned for his expertise in these domains, Ka Chun Cheung crafts books that are both enlightening and accessible, making complex topics understandable for enthusiasts and professionals alike.\u003c\/p\u003e\n\n\u003cp\u003eDive into the intricacies of financial data, where you’ll discover how artificial intelligence and statistical methods revolutionise industry practices. Whether you're looking to enhance your technical skills or gain a broader understanding of emerging technologies in finance, Cheung’s works provide valuable knowledge and practical applications.\u003c\/p\u003e\n\n\u003cp\u003eExplore titles such as \u003ci\u003eFinancial Data Analytics with Machine Learning, Optimisation and Statistics\u003c\/i\u003e, and uncover the transformative power of data in scientific and natural settings. This collection is a must-have for anyone interested in the intersection of finance, technology, and science.\u003c\/p\u003e\n\n\u003cp\u003ePerfect for academics, industry professionals, or curious learners, Ka Chun Cheung’s books don’t just teach—they inspire an appreciation for the dynamic field of data analytics.\u003c\/p\u003e","products":[{"product_id":"financial-data-analytics-with-machine-learning-optimization-and-statistics-by-ka-chun-cheung-9781119863373","title":"Financial Data Analytics with Machine Learning, Optimization and Statistics","description":"\u003cdiv class=\"book-description\"\u003e\n\u003cp\u003e\u003cstrong\u003eAn essential introduction to data analytics and Machine Learning techniques in the business sector\u003c\/strong\u003e\u003c\/p\u003e\n\n\u003cp\u003eIn \u003ci\u003eFinancial Data Analytics with Machine Learning, Optimization and Statistics\u003c\/i\u003e, a team consisting of a distinguished applied mathematician and statistician, experienced actuarial professionals, and working data analysts delivers an expertly balanced combination of traditional financial statistics, effective machine learning tools, and mathematics. The book focuses on contemporary techniques used for data analytics in the financial sector and the insurance industry, with an emphasis on mathematical understanding and statistical principles, and connects them with common and practical financial problems.\u003c\/p\u003e\n\n\u003cp\u003eEach chapter is equipped with derivations and proofs—especially of key results—and includes several realistic examples which stem from common financial contexts. The computer algorithms in the book are implemented using Python and R, two of the most widely used programming languages for applied science and in academia and industry, so that readers can implement the relevant models and use the programs themselves.\u003c\/p\u003e\n\n\u003cp\u003eThis book can help readers become well-equipped with the following skills:\u003c\/p\u003e\n\n\u003cul\u003e\n  \u003cli\u003eTo evaluate financial and insurance data quality, and use the distilled knowledge obtained from the data after applying data analytic tools to make timely financial decisions\u003c\/li\u003e\n  \u003cli\u003eTo apply effective data dimension reduction tools to enhance supervised learning\u003c\/li\u003e\n  \u003cli\u003eTo describe and select suitable data analytic tools as introduced above for a given dataset depending upon classification or regression prediction purpose\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003eThe book covers the competencies tested by several professional examinations, such as the Predictive Analytics Exam offered by the Society of Actuaries, and the Institute and Faculty of Actuaries' Actuarial Statistics Exam.\u003c\/p\u003e\n\n\u003cp\u003eBesides being an indispensable resource for senior undergraduate and graduate students taking courses in financial engineering, statistics, quantitative finance, risk management, actuarial science, data science, and mathematics for AI, \u003ci\u003eFinancial Data Analytics with Machine Learning, Optimization and Statistics\u003c\/i\u003e also belongs in the libraries of aspiring and practicing quantitative analysts working in commercial and investment banking.\u003c\/p\u003e\n\u003c\/div\u003e","brand":"Unknown","offers":[{"title":"Default Title","offer_id":46854524109036,"sku":"9781119863373","price":119.99,"currency_code":"NZD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0705\/7784\/8556\/files\/5df7bfb1e888b7cdabcac30030af9632.jpg?v=1759269122"}],"url":"https:\/\/bookhero.pro\/collections\/ka-chun-cheung.oembed","provider":"Book Hero","version":"1.0","type":"link"}