{"product_id":"big-data-and-machine-learning-in-quantitative-investment-9781119522195","title":"Big Data and Machine Learning in Quantitative Investment","description":"\u003cp\u003e\u003cb\u003eGet to know the 'why' and 'how' of machine learning and big data in quantitative investment\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003ci\u003eBig Data and Machine Learning in Quantitative Investment \u003c\/i\u003eis not just about demonstrating the maths or the coding. Instead, it's a book \u003ci\u003eby\u003c\/i\u003e practitioners \u003ci\u003efor\u003c\/i\u003e practitioners, covering the questions of why and how of applying machine learning and big data to quantitative finance.\u003c\/p\u003e \u003cp\u003eThe book is split into 13 chapters, each of which is written by a different author on a specific case. The chapters are ordered according to the level of complexity; beginning with the big picture and taxonomy, moving onto practical applications of machine learning and finally finishing with innovative approaches using deep learning.\u003c\/p\u003e \u003cp\u003e- Gain a solid reason to use machine learning\u003c\/p\u003e \u003cp\u003e- Frame your question using financial markets laws\u003c\/p\u003e \u003cp\u003e- Know your data\u003cbr\u003e\u003cbr\u003e- Understand how machine learning is becoming ever more sophisticated\u003c\/p\u003e \u003cp\u003eMachine learning and big data are not a magical solution, but appropriately applied, they are extremely effective tools for quantitative investment -- and this book shows you how.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Tony Guida\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Wiley\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 03\/25\/2019\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 304\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.45lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.70h x 6.50w x 1.00d\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781119522195\u003cbr\u003e\u003cp\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eTONY GUIDA\u003c\/b\u003e is a senior investment manager in quantitative equity at the investment manager of a major UK pension fund in London, where he manages multifactor systematic equity portfolios. During his career, he held such positions as senior consultant for smart beta and risk allocation at EDHEC RISK Scientific Beta and senior research analyst at UNIGESTION. He is a former member of the research and investment committee for Minimum Variance Strategies, where he led the factor investing research group for institutional clients, and a regular speaker at quant conferences. Tony is chair of machineByte ThinkTank EMEA.\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003ci\u003eThis title is not returnable\u003c\/i\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Wiley","offers":[{"title":"Hardcover","offer_id":41160094253171,"sku":"9.78112E+12","price":69.95,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0555\/9255\/0515\/products\/img_f4a278f1-9530-47b3-a74d-54d87664dc8c.jpg?v=1702567741","url":"https:\/\/bookstorenmore.com\/en-de\/products\/big-data-and-machine-learning-in-quantitative-investment-9781119522195","provider":"Bookstore N More","version":"1.0","type":"link"}