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Statistics, Data Mining, and Machine Learning in Astronomy: A Practical Python Guide for the Analysis of Survey Data (Princeton Series in Modern Observational Astronomy)

Željko Ivezić, Andrew J. Connolly, Jacob T VanderPlas, Alexander Gray




[PDF.pb87] Statistics, Data Mining, and Machine Learning in Astronomy: A Practical Python Guide for the Analysis of Survey Data (Princeton Series in Modern Observational Astronomy)

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 | #333191 in Books |  Princeton University Press |  2014-01-12 | Original language:English | PDF # 1 |  10.00 x7.00 x1.75l,2.75 | File type: PDF | 552 pages

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||1 of 5 people found the following review helpful.| An excellent coverage of several methods and techniques used in astrophysics|By Carl Rodriguez|An excellent coverage of several methods and techniques used in astrophysics. I wish I'd had this book earlier in my graduate career.|3 of 3 people found the following review helpful.| real-world advice -- you'll find it here|By John Smallbe| |Winner of the 2016 IAA Outstanding Publication Award, International Astrostatistics Association

"Ivezic and colleagues at the University of Washington and the Georgia Institute of Technology have written a comprehensive, accessible, well-thou

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 for billions of celestial objects. This book provides a comprehensive and accessible introduction to the cutting-edge statistical methods needed to efficiently analyze complex data sets from astronomical surveys such as the Panoramic Survey Telescope and Rapid Response Sys...

You can specify the type of files you want, for your device.Statistics, Data Mining, and Machine Learning in Astronomy: A Practical Python Guide for the Analysis of Survey Data (Princeton Series in Modern Observational Astronomy)   |  Željko Ivezić, Andrew J. Connolly, Jacob T VanderPlas, Alexander Gray. I really enjoyed this book and have already told so many people about it!

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