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

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

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

Statistical And Machine Learning Data Mining


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Author by : Bruce Ratner
Languange Used : en
Release Date : 2017-07-12
Publisher by : CRC Press

The third edition of a bestseller, Statistical and Machine-Learning Data Mining: Techniques for Better Predict

Mastering Machine Learning With Python In Six Steps


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Author by : Manohar Swamynathan
Languange Used : en
Release Date : 2017-06-05
Publisher by : Apress

Master machine learning with Python in six steps and explore fundamental to advanced topics, all designed to m

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,

Machine Learning Algorithms


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Author by : Giuseppe Bonaccorso
Languange Used : en
Release Date : 2017-07-24
Publisher by : Packt Publishing Ltd

Build strong foundation for entering the world of Machine Learning and data science with the help of this comp

Practical Machine Learning


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Author by : Sunila Gollapudi
Languange Used : en
Release Date : 2016-01-30
Publisher by : Packt Publishing Ltd

Tackle the real-world complexities of modern machine learning with innovative, cutting-edge, techniques About

Applied Predictive Analytics


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Author by : Dean Abbott
Languange Used : en
Release Date : 2014-03-31
Publisher by : John Wiley & Sons

Learn the art and science of predictive analytics — techniques that get results Predictive analytics is what

Fundamentals Of Predictive Text Mining


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Author by : Sholom M. Weiss
Languange Used : en
Release Date : 2015-09-07
Publisher by : Springer

This successful textbook on predictive text mining offers a unified perspective on a rapidly evolving field, i

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