02800cam a2200337 i 4500 16277740 EG-ScBUE 20241111100101.0 100611t2010 enka f b 001 0 eng d 9781848822597 1848822596 UKM eng rda UKM BTCTA YDXCP C#P CDX BWX SNK UKMGB DLC EG-ScBUE 519.5 22 GUI Guide to intelligent data analysis : how to intelligently make sense of real data / Michael R. Berthold [and three others] London : Springer-Verlag, [2010] c2010 xiii, 394 pages : illustrations ; 24 cm. rdacontent text txt unmediated rdamedia n volume nc rdacarrier Texts in computer science Includes bibliographical references and index. "Each passing bear bears witness to the development of ever more powerful computers, increasingly fast and cheap storage media, and even higher bandwidth data connections. This makes it easy to believe that we can now - at least in principle - solve any problem we are faced with so long as we only have enough data." "Yet this is not the case. Although large databases allow us to retrieve many different single pieces of information and to compute simple aggregations, general patterns and regularities often go undetected. Furthermore, it is exactly these patterns, regularities and trends that are often most valuable." "To avoid the danger of "drowning in information, but starving for knowledge" the branch of research known as data analysis has emerged, and a considerable number of methods and software tools have been developed. However, it is not these tools alone but the intelligent application of human intuition in combination with computational power, of sound background knowledge with computer-aided modeling, and of critical reflection with convenient automatic model construction, that results in successful intelligent data analysis projects. Guide to Intelligent Data Analysis provides a hands-on instructional approach to many basic data analysis techniques, and explains how these are used to solve data analysis problems." "This practical and systematic textbook/reference for graduate and advanced undergradate students is also essential reading for all professionals who face data analysis problems. Moreover, it is a book to be used following one's exploration of it."--BOOK JACKET. Mathematical statistics. BUEsh 7173 Mathematical statistics Data processing. BUEsh 20131 Artificial intelligence. BUEsh 529 COMSCI September2016 Reading book Berthold, M. (Michael) author. ddc BB 22312 22284 0 0 ddc 0 0 Baccah MAIN MAIN 1ST 2016-09-06 Purchase 630.00 2000088 0 519.5 GUI 000033546 2025-07-15 00:00:00 787.50 2016-09-06 BB