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Statistics Data Mining And Machine Learning In Astronomy


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Author by : Željko Ivezić
Languange Used : en
Release Date : 2014-01-05
Publisher by : Princeton University Press

As telescopes, detectors, and computers grow ever more powerful, the volume of data at the disposal of astronomers and astrophysicists will enter the petabyte domain, providing accurate measurements f

Advances In Machine Learning And Data Mining For Astronomy


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Author by : Michael J. Way
Languange Used : en
Release Date : 2012-03-29
Publisher by : CRC Press

Advances in Machine Learning and Data Mining for Astronomy documents numerous successful collaborations among computer scientists, statisticians, and astronomers who illustrate the application of stat

Principles And Theory For Data Mining And Machine Learning


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Author by : Bertrand Clarke
Languange Used : en
Release Date : 2009-07-21
Publisher by : Springer Science & Business Media

Extensive treatment of the most up-to-date topics Provides the theory and concepts behind popular and emerging methods Range of topics drawn from Statistics, Computer Science, and Electrical Engineeri

Introduction To Statistical Machine Learning


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Author by : Masashi Sugiyama
Languange Used : en
Release Date : 2015-10-31
Publisher by : Morgan Kaufmann

Machine learning allows computers to learn and discern patterns without actually being programmed. When Statistical techniques and machine learning are combined together they are a powerful tool for a

Data Mining And Machine Learning In Building Energy Analysis


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Author by : Frédéric Magoules
Languange Used : en
Release Date : 2016-02-08
Publisher by : John Wiley & Sons

Focusing on up-to-date artificial intelligence models to solve building energy problems, Artificial Intelligence for Building Energy Analysis reviews recently developed models for solving these issues

Modern Statistical Methods For Astronomy


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Author by : Eric D. Feigelson
Languange Used : en
Release Date : 2012-07-12
Publisher by : Cambridge University Press

"Modern astronomical research is beset with a vast range of statistical challenges, ranging from reducing data from megadatasets to characterizing an amazing variety of variable celestial objects or t

Scientific Data Mining And Knowledge Discovery


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Author by : Mohamed Medhat Gaber
Languange Used : en
Release Date : 2009-09-19
Publisher by : Springer Science & Business Media

Mohamed Medhat Gaber “It is not my aim to surprise or shock you – but the simplest way I can summarise is to say that there are now in the world machines that think, that learn and that create. Mo

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, an essential toolset for making sense of the vast and complex data sets that have emerged

Python Data Science Handbook


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Author by : Jake VanderPlas
Languange Used : en
Release Date : 2016-11-21
Publisher by : "O'Reilly Media, Inc."

For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data

Python For Probability Statistics And Machine Learning


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Author by : José Unpingco
Languange Used : en
Release Date : 2016-03-16
Publisher by : Springer

This book covers the key ideas that link probability, statistics, and machine learning illustrated using Python modules in these areas. The entire text, including all the figures and numerical results