Fundamentals of Machine Learning for Predictive Da…

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Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification. This introductory textbook offers a detailed and focused treatment of the most important machine learning approaches used in…

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Fundamentals Of Machine Learning For Predictive Data Analytics


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Author by : John D. Kelleher
Languange Used : en
Release Date : 2015-07-24
Publisher by : MIT Press

A comprehensive introduction to the most important machine learning approaches used in predictive data analyti

Fundamentals Of Machine Learning For Predictive Data Analytics


Download Now Read Online

Author by : John D. Kelleher
Languange Used : en
Release Date : 2015-07-24
Publisher by : MIT Press

A comprehensive introduction to the most important machine learning approaches used in predictive data analyti

Understanding Machine Learning


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Author by : Shai Shalev-Shwartz
Languange Used : en
Release Date : 2014-05-19
Publisher by : Cambridge University Press

Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning

Applied Predictive Modeling


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Author by : Max Kuhn
Languange Used : en
Release Date : 2013-05-17
Publisher by : Springer Science & Business Media

Applied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps o

Machine Learning


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Author by : Peter Flach
Languange Used : en
Release Date : 2012-09-20
Publisher by : Cambridge University Press

Covering all the main approaches in state-of-the-art machine learning research, this will set a new standard a

Machine Learning


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Author by : Kevin P. Murphy
Languange Used : en
Release Date : 2012-08-24
Publisher by : MIT Press

A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying ap

Information Theory Inference And Learning Algorithms


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Author by : David J. C. MacKay
Languange Used : en
Release Date : 2003-09-25
Publisher by : Cambridge University Press

Fun and exciting textbook on the mathematics underpinning the most dynamic areas of modern science and enginee

Introduction To Machine Learning With Python


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Author by : Andreas C. Müller
Languange Used : en
Release Date : 2016-09-26
Publisher by : "O'Reilly Media, Inc."

Machine learning has become an integral part of many commercial applications and research projects, but this f

Fundamentals Of Predictive Text Mining


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Author by : Sholom M. Weiss
Languange Used : en
Release Date : 2010-06-14
Publisher by : Springer Science & Business Media

One consequence of the pervasive use of computers is that most documents originate in digital form. Widespread

Machine Learning


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Author by : Ethem Alpaydin
Languange Used : en
Release Date : 2016-10-07
Publisher by : MIT Press

A concise overview of machine learning -- computer programs that learn from data -- which underlies applicatio

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