{"product_id":"machine-learning-for-engineers-osvaldo-simeone-9781316512821","title":"Machine Learning for Engineers","description":"This self-contained introduction to machine learning, designed from the start with engineers in mind, will equip students with everything they need to start applying machine learning principles and algorithms to real-world engineering problems. With a consistent emphasis on the connections between estimation, detection, information theory, and optimization, it includes: an accessible overview of the relationships between machine learning and signal processing, providing a solid foundation for further study; clear explanations of the differences between state-of-the-art techniques and more classical methods, equipping students with all the understanding they need to make informed technique choices; demonstration of the links between information-theoretical concepts and their practical engineering relevance; reproducible examples using Matlab, enabling hands-on student experimentation. Assuming only a basic understanding of probability and linear algebra, and accompanied by lecture slides and solutions for instructors, this is the ideal introduction to machine learning for engineering students of all disciplines.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Osvaldo Simeone\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1316512827\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781316512821\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Cambridge University Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/21\/2022\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 602\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 3.15lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 8.00w x 1.31d","brand":"Osvaldo Simeone","offers":[{"title":"Hardcover","offer_id":44071352697087,"sku":"9781316512821","price":69.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_4781c5f4-032f-4bcc-a4d6-abf888f52cf9.jpg?v=1685435598","url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-for-engineers-osvaldo-simeone-9781316512821","provider":"WR Book House","version":"1.0","type":"link"}