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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 analytics, covering both theoretical concepts and practical applications.

Fundamentals Of Machine Learning For Predictive Data Analytics


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Author by : John D. Kelleher
Languange Used : en
Release Date : 2015-07-31
Publisher by : MIT Press

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 a

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 make you a worthy practitioner. This book’s approach is based on the “Six degrees of se

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 Predictive Modeling and Analysis of Big Data is still the only book, to date, to distinguish betw

Foundations Of Predictive Analytics


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Author by : James Wu
Languange Used : en
Release Date : 2012-02-15
Publisher by : CRC Press

Drawing on the authors’ two decades of experience in applied modeling and data mining, Foundations of Predictive Analytics presents the fundamental background required for analyzing data and buildin

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 translates big data into meaningful, usable business information. Written by a leading ex

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 of data preprocessing, data splitting and foundations of model tuning. The text then provid

Foundations Of Machine Learning


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Author by : Mehryar Mohri
Languange Used : en
Release Date : 2012-08-17
Publisher by : MIT Press

This graduate-level textbook introduces fundamental concepts and methods in machine learning. It describes several important modern algorithms, provides the theoretical underpinnings of these algorith

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 approaches and the considerations underlying their usage.