Descargar Principles of Data Mining (Adaptive Computation and Machine Learning series) (English Edition) de David J. Hand,Heikki Mannila,Padhraic Smyth Ebooks, PDF, ePub

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Principles of Data Mining (Adaptive Computation and Machine Learning series) (English Edition) de David J. Hand,Heikki Mannila,Padhraic Smyth

Descripción - The first truly interdisciplinary text on data mining, blending the contributions of information science, computer science, and statistics.The growing interest in data mining is motivated by a common problem across disciplines: how does one store, access, model, and ultimately describe and understand very large data sets? Historically, different aspects of data mining have been addressed independently by different disciplines. This is the first truly interdisciplinary text on data mining, blending the contributions of information science, computer science, and statistics.The book consists of three sections. The first, foundations, provides a tutorial overview of the principles underlying data mining algorithms and their application. The presentation emphasizes intuition rather than rigor. The second section, data mining algorithms, shows how algorithms are constructed to solve specific problems in a principled manner. The algorithms covered include trees and rules for classification and regression, association rules, belief networks, classical statistical models, nonlinear models such as neural networks, and local "memory-based" models. The third section shows how all of the preceding analysis fits together when applied to real-world data mining problems. Topics include the role of metadata, how to handle missing data, and data preprocessing.

Deep learning adaptive computation and machine learning deep learning adaptive computation and machine learning series english edition ebook goodfellow, ian, bengio, yoshua, courville, aaron kindle store Principles of data mining the mit press the first truly interdisciplinary text on data mining, blending the contributions of information science, computer science, and statistics the growing interest in data mining is motivated by a common problem across disciplines how does one store, access, model, and ultimately describe and understand very large data sets historically, different aspects of data mining have been addressed Hand, d principles of data mining adaptive computation hand, d principles of data mining adaptive computation and machine learning series hand, david j, mannila, heikki, smyth, padhraic libros en idiomas

Deep learning adaptive computation and machine learning book introduces a broad range of topics in deep learning the text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning it describes deep learning techniques used by practitioners in industry, including deep Principles of data mining adaptive computation and principles of data mining adaptive computation and machine learning series ebook hand, david j, mannila, heikki, smyth, padhraic kindle store Hand, d j hand, d j principles of data mining david hand, heikki mannila, padhraic smyth p cmadaptive computation and machine learning includes bibliographical references and index

Detalles del Libro

• Name: Principles of Data Mining (Adaptive Computation and Machine Learning series) (English Edition)
  
• Autor: David J. Hand,Heikki Mannila,Padhraic Smyth
  
• Categoria: Tienda Kindle,eBooks Kindle,eBooks en idiomas extranjeros
  
• Tamaño del archivo: 13 MB
  
• Tipos de archivo: PDF Document
  
• Idioma: Español
  
• Archivos de estado: AVAILABLE
  

Descargar Principles of Data Mining (Adaptive Computation and Machine Learning series) (English Edition) de David J. Hand,Heikki Mannila,Padhraic Smyth Ebooks, PDF, ePub

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