{"product_id":"9781449330538","title":"Machine Learning for Hackers: Case Studies and Algorithms to Get You Started","description":"\u003cp\u003eIf you’re an experienced programmer interested in crunching data, this book will get you started with machine learning—a toolkit of algorithms that enables computers to train themselves to automate useful tasks. Authors Drew Conway and John Myles White help you understand machine learning and statistics tools through a series of hands-on case studies, instead of a traditional math-heavy presentation.\u003c\/p\u003e\u003cp\u003eEach chapter focuses on a specific problem in machine learning, such as classification, prediction, optimization, and recommendation. Using the R programming language, you’ll learn how to analyze sample datasets and write simple machine learning algorithms. \u003ci\u003eMachine Learning for Hackers\u003c\/i\u003e is ideal for programmers from any background, including business, government, and academic research.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eDevelop a naïve Bayesian classifier to determine if an email is spam, based only on its text\u003c\/li\u003e\n\u003cli\u003eUse linear regression to predict the number of page views for the top 1,000 websites\u003c\/li\u003e\n\u003cli\u003eLearn optimization techniques by attempting to break a simple letter cipher\u003c\/li\u003e\n\u003cli\u003eCompare and contrast U.S. Senators statistically, based on their voting records\u003c\/li\u003e\n\u003cli\u003eBuild a “whom to follow” recommendation system from Twitter data\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"O'Reilly Media, Incorporated","offers":[{"title":"Default Title","offer_id":47143129907440,"sku":"9781449330538","price":42.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781449330538_p0.jpg?v=1763828624","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781449330538","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}