{"product_id":"an-introduction-to-machine-learning-in-quantitative-finance-hardcover","title":"An Introduction to Machine Learning in Quantitative Finance - Hardcover","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eHao Ni\u003c\/b\u003e (Author), \u003cb\u003eXin Dong\u003c\/b\u003e (Author), \u003cb\u003eJinsong Zheng\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003eIn today's world, we are increasingly exposed to the words 'machine learning' (ML), a term which sounds like a panacea designed to cure all problems ranging from image recognition to machine language translation. Over the past few years, ML has gradually permeated the financial sector, reshaping the landscape of quantitative finance as we know it.An Introduction to Machine Learning in Quantitative Finance aims to demystify ML by uncovering its underlying mathematics and showing how to apply ML methods to real-world financial data. In this book the authorsFeatured with the balance of mathematical theorems and practical code examples of ML, this book will help you acquire an in-depth understanding of ML algorithms as well as hands-on experience. After reading An Introduction to Machine Learning in Quantitative Finance, ML tools will not be a black box to you anymore, and you will feel confident in successfully applying what you have learnt to empirical financial data!\u003c\/p\u003e\u003ch3\u003eFront Jacket\u003c\/h3\u003e\u003cp\u003eIn today's world, we are increasingly exposed to the words \"machine learning\" (ML), a term which sounds like a panacea designed to cure all problems ranging from image recognition to machine language translation. Over the past few years, ML has gradually permeated the financial sector, reshaping the landscape of quantitative finance as we know it. \u003c\/p\u003e\u003cp\u003e An Introduction to Machine Learning in Quantitative Finance aims to demystify ML by uncovering its underlying mathematics and showing how to apply ML methods to real-world financial data. In this book the authors \u003c\/p\u003e\u003cp\u003e Provide a systematic and rigorous introduction to supervised, unsupervised and reinforcement learning by establishing essential definitions and theorems.\u003c\/p\u003e\u003cp\u003e Dive into various types of neural networks, including artificial nets, convolutional nets, recurrent nets and recurrent reinforcement learning.\u003c\/p\u003e\u003cp\u003e Summarize key contents of each section in the tables as a cheat sheet.\u003c\/p\u003e\u003cp\u003e Include ample examples of financial applications.\u003c\/p\u003e\u003cp\u003e Showcase how to tackle an exemplar ML project on financial data end-to-end.\u003c\/p\u003e\u003cp\u003e Supplement Python codes of all the methods\/examples in a GitHub repository. \u003c\/p\u003e\u003cp\u003e Featured with the balance of mathematical theorems and practical code examples of ML, this book will help you acquire an in-depth understanding of ML algorithms as well as hands-on experience. After reading An Introduction to Machine Learning in Quantitative Finance, ML tools will not be a black box to you anymore, and you will feel confident in successfully applying what you have learnt to empirical financial data! \u003c\/p\u003e\u003cp\u003e The Python codes contained within An Introduction to Machine Learning in Quantitative Finance have been made publicly available on the author's GitHub: https: \/\/github.com\/deepintomlf\/mlfbook.git\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 264\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.63 x 9 x 6 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e April 13, 2021\u003c\/div\u003e\n            ","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":45103167733839,"sku":"9781786349361","price":149.56,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0677\/3083\/3487\/files\/r6YnTaMCIO9781786349361.webp?v=1776370102","url":"https:\/\/lumaryon.com\/products\/an-introduction-to-machine-learning-in-quantitative-finance-hardcover","provider":"Lumaryon Universal","version":"1.0","type":"link"}