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

An Introduction To Statistical Learning


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Author by : Gareth James
Languange Used : en
Release Date : 2013-06-24
Publisher by : Springer Science & Business Media

An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning,

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

Data Mining


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Author by : Ian H. Witten
Languange Used : en
Release Date : 2016-10-01
Publisher by : Morgan Kaufmann

Data Mining: Practical Machine Learning Tools and Techniques, Fourth Edition, offers a thorough grounding in m

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 For Dummies


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Author by : John Paul Mueller
Languange Used : en
Release Date : 2016-05-11
Publisher by : John Wiley & Sons

Your no-nonsense guide to making sense of machine learning Machine learning can be a mind-boggling concept for

Machine Learning And Data Mining In Pattern Recognition


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Author by : Petra Perner
Languange Used : en
Release Date : 2017-08-06
Publisher by : Springer

This book constitutes the refereed proceedings of the 13th International Conference on Machine Learning and Da

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