{"product_id":"machine-learning-for-email-drew-conway-9781449314309","title":"Machine Learning for Email: Spam Filtering and Priority Inbox","description":"\u003cp\u003eIf you're an experienced programmer willing to crunch data, this concise guide will show you how to use machine learning to work with email. You'll learn how to write algorithms that automatically sort and redirect email based on statistical patterns. Authors Drew Conway and John Myles White approach the process in a practical fashion, using a case-study driven approach rather than a traditional math-heavy presentation. \u003c\/p\u003e\u003cp\u003eThis book also includes a short tutorial on using the popular R language to manipulate and analyze data. You'll get clear examples for analyzing sample data and writing machine learning programs with R. \u003c\/p\u003e\u003cul\u003e \u003cli\u003eMine email content with R functions, using a collection of sample files \u003c\/li\u003e\n\u003cli\u003eAnalyze the data and use the results to write a Bayesian spam classifier \u003c\/li\u003e\n\u003cli\u003eRank email by importance, using factors such as thread activity \u003c\/li\u003e\n\u003cli\u003eUse your email ranking analysis to write a priority inbox program \u003c\/li\u003e\n\u003cli\u003eTest your classifier and priority inbox with a separate email sample set \u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Drew Conway,John Myles White\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1449314309\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781449314309\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/06\/2011\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 142\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.54lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.19h x 7.00w x 0.32d","brand":"Drew Conway","offers":[{"title":"Paperback","offer_id":48088293572863,"sku":"9781449314309","price":24.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_a9698874-8328-484c-9d34-171a45b24863.jpg?v=1769104109","url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-for-email-drew-conway-9781449314309","provider":"WR Book House","version":"1.0","type":"link"}