Descargar Ebook Principles of Data Mining (Adaptive Computation and Machine Learning series) (English Edition) de David J. Hand,Heikki Mannila,Padhraic Smyth PDF [ePub Mobi] Gratis, Comprar ebook Principles of Data Mining (Adaptive Computation and Machine Learning series) (English Edition)
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.
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: 18 MB
- Tipos de archivo: PDF Document
- Descargada: 456 times
- Idioma: Español
- Archivos de estado: AVAILABLE
Download Principles of Data Mining (Adaptive Computation and Machine Learning series) (English Edition) de David J. Hand,Heikki Mannila,Padhraic Smyth PDF [ePub Mobi] Gratis
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
Buy principles of data mining adaptive computation and in buy principles of data mining adaptive computation and machine learning series book online at best prices in india on in read principles of data mining adaptive computation and machine learning series book reviews amp author details and more at in free delivery on qualified orders
Adaptive computation and machine learning series the mit adaptive computation and machine learning series adaptive computation and machine learning series the goal of building systems that can adapt to their environments and learn from their experience has attracted researchers from many fields including computer science engineering mathematics physics neuroscience and cognitive science
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
Principles of data mining adaptive computation and buy principles of data mining adaptive computation and machine learning series by hand david j bach francis isbn 9780262082907 from s book store everyday low prices and free delivery on eligible orders
Deep learning adaptive computation and machine learning compre deep learning adaptive computation and machine learning series english edition de goodfellow ian bengio yoshua courville aaron na br confira também os ebooks mais vendidos lançamentos e livros digitais exclusivos
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
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
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