{"product_id":"predictive-data-mining-a-practical-guide","title":"Predictive Data Mining - A Practical Guide","description":"The potential business advantages of data mining are well documented in publications for executives and managers. However, developers implementing major data-mining systems need concrete information about the underlying technical principles―and their practical manifestations―in order to either integrate commercially available tools or write data-mining programs from scratch. This book is the first technical guide to provide a complete, generalized roadmap for developing data-mining applications, together with advice on performing these large-scale, open-ended analyses for real-world data warehouses. If you already own Predictive Data A Practical Guide, please see ISBN 1-55860-477-4 to order the accompanying software. To order the book\/software package, please see ISBN 1-55860-478-2.+ Focuses on the preparation and organization of data and the development of an overall strategy for data mining.+ Reviews sophisticated prediction methods that search for patterns in big data.+ Describes how to accurately estimate future performance of proposed solutions.+ Illustrates the data-mining process and its potential pitfalls through real-life case studies.","brand":"Thryft Singapore","offers":[{"title":"Like New","offer_id":47180348522777,"sku":"QA76.9.D3.W445 1998","price":9.9,"currency_code":"SGD","in_stock":false},{"title":"Very Good","offer_id":47180348555545,"sku":"QA76.9.D3.W445 1998","price":7.92,"currency_code":"SGD","in_stock":false},{"title":"Good","offer_id":47180348588313,"sku":"QA76.9.D3.W445 1998","price":7.13,"currency_code":"SGD","in_stock":false},{"title":"Well Read","offer_id":47180348621081,"sku":"QA76.9.D3.W445 1998","price":6.34,"currency_code":"SGD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0110\/0598\/4849\/files\/2243455.jpg?v=1717706503","url":"https:\/\/thryft.sbs\/products\/predictive-data-mining-a-practical-guide","provider":"Thryft","version":"1.0","type":"link"}