{"product_id":"algorithms-of-the-intelligent-web-9781617292583","title":"Algorithms of the Intelligent Web","description":"\u003cp\u003e • Author(s): Douglas G. McIlwraith\u003cbr\u003e • Publisher: Manning Publications\u003cbr\u003e • Publisher Imprint: Manning Publications\u003cbr\u003e • BISAC: Artificial Intelligence - General\u003c\/p\u003e\u003cp\u003e\u003cb\u003eSummary\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003ci\u003eAlgorithms of the Intelligent Web, Second Edition\u003c\/i\u003e teaches the most important approaches to algorithmic web data analysis, enabling you to create your own machine learning applications that crunch, munge, and wrangle data collected from users, web applications, sensors and website logs. \u003cp\u003e\u003c\/p\u003ePurchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eAbout the Technology\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eValuable insights are buried in the tracks web users leave as they navigate pages and applications. You can uncover them by using intelligent algorithms like the ones that have earned Facebook, Google, and Twitter a place among the giants of web data pattern extraction. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eAbout the Book\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003ci\u003eAlgorithms of the Intelligent Web, Second Edition\u003c\/i\u003e teaches you how to create machine learning applications that crunch and wrangle data collected from users, web applications, and website logs. In this totally revised edition, you'll look at intelligent algorithms that extract real value from data. Key machine learning concepts are explained with code examples in Python's scikit-learn. This book guides you through algorithms to capture, store, and structure data streams coming from the web. You'll explore recommendation engines and dive into classification via statistical algorithms, neural networks, and deep learning. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eWhat's Inside\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eIntroduction to machine learning\u003c\/li\u003e\n\u003cli\u003eExtracting structure from data\u003c\/li\u003e\n\u003cli\u003eDeep learning and neural networks\u003c\/li\u003e\n\u003cli\u003eHow recommendation engines work\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cb\u003eAbout the Reader\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eKnowledge of Python is assumed. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eAbout the Authors\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003cb\u003eDouglas McIlwraith\u003c\/b\u003e is a machine learning expert and data science practitioner in the field of online advertising. \u003cb\u003eDr. Haralambos Marmanis\u003c\/b\u003e is a pioneer in the adoption of machine learning techniques for industrial solutions. \u003cb\u003eDmitry Babenko\u003c\/b\u003e designs applications for banking, insurance, and supply-chain management. Foreword by Yike Guo. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e\u003col\u003e\n\u003cli\u003eBuilding applications for the intelligent web\u003c\/li\u003e\n\u003cli\u003eExtracting structure from data: clustering and transforming your data \u003c\/li\u003e\n\u003cli\u003eRecommending relevant content\u003c\/li\u003e\n\u003cli\u003eClassification: placing things where they belong\u003c\/li\u003e\n\u003cli\u003eCase study: click prediction for online advertising\u003c\/li\u003e\n\u003cli\u003eDeep learning and neural networks\u003c\/li\u003e\n\u003cli\u003eMaking the right choice\u003c\/li\u003e\n\u003cli\u003eThe future of the intelligent web\u003c\/li\u003e\n\u003cli\u003eAppendix - Capturing data on the web\u003c\/li\u003e\n\u003c\/ol\u003e","brand":"Manning Publications","offers":[{"title":"Paperback","offer_id":45036727697559,"sku":"9781617292583","price":2765.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781617292583.webp?v=1767142377","url":"https:\/\/atlanticbooks.com\/products\/algorithms-of-the-intelligent-web-9781617292583","provider":"Atlantic Books","version":"1.0","type":"link"}