{"product_id":"pre-order-approx-7-10-business-days-data-mining-4th-edition-by-jiawei-han-9780128117606-zz-565fd","title":"*PRE-ORDER, APPROX 7-10 BUSINESS DAYS* Data Mining 4th Edition by Jiawei Han 9780128117606 [ZZ]","description":"\u003cp\u003eConcepts and Techniques. Paperback, Morgan Kaufmann TAGS: ESOF3675\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003e\u003cstrong\u003eData Mining: Concepts and Techniques, Fourth Edition\u003c\/strong\u003e\u003c\/em\u003e introduces concepts, principles, and methods for mining patterns, knowledge, and models from various kinds of data for diverse applications. Specifically, it delves into the processes for uncovering patterns and knowledge from massive collections of data, known as \u003cem\u003eknowledge discovery from data\u003c\/em\u003e, or \u003cem\u003eKDD\u003c\/em\u003e. It focuses on the feasibility, usefulness, effectiveness, and scalability of data mining techniques for large data sets.\u003c\/p\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003eAfter an introduction to the concept of data mining, the authors explain the methods for preprocessing, characterizing, and warehousing data. They then partition the data mining methods into several major tasks, introducing concepts and methods for mining frequent patterns, associations, and correlations for large data sets; data classificcation and model construction; cluster analysis; and outlier detection. Concepts and methods for deep learning are systematically introduced as one chapter. Finally, the book covers the trends, applications, and research frontiers in data mining.\u003c\/p\u003e\n\u003cp\u003e\u003cbr\u003e\u003cbr\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003ePresents a comprehensive new chapter on deep learning, including improving training of deep learning models, convolutional neural networks, recurrent neural networks, and graph neural networks\u003c\/li\u003e\n\u003cli\u003eAddresses advanced topics in one dedicated chapter: data mining trends and research frontiers, including mining rich data types (text, spatiotemporal data, and graph\/networks), data mining applications (such as sentiment analysis, truth discovery, and information propagattion), data mining methodologie and systems, and data mining and society\u003c\/li\u003e\n\u003cli\u003eProvides a comprehensive, practical look at the concepts and techniques needed to get the most out of your data\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Scorpio Bookstore","offers":[{"title":"New","offer_id":43058250580027,"sku":"J961DY-6330","price":143.95,"currency_code":"CAD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0369\/1895\/1995\/files\/1764787718130ATKADQNVTLFJUEXR2UGA_3a6b4ac7-e543-496a-8411-ba5d6cb96a2d.jpg?v=1790605326","url":"https:\/\/www.scorpiobookstore.com\/products\/pre-order-approx-7-10-business-days-data-mining-4th-edition-by-jiawei-han-9780128117606-zz-565fd","provider":"Scorpio Bookstore","version":"1.0","type":"link"}