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Statistics, Data Mining, and Machine Learning in Astronomy by Alexander Gray

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Statistics, Data Mining, and Machine Learning in Astronomy is the essential introduction to the statistical methods needed to analyze complex data sets from astronomical surveys such as the Panoramic Survey Telescope and Rapid Response System, the Dark Energy Survey, and the Large Synoptic Survey Telescope. Now fully updated, it presents a wealth of practical analysis problems, evaluates the techniques for solving them, and explains how to use various approaches for different types and sizes of data sets. Python code and sample data sets are provided for all applications described in the book. The supporting data sets have been carefully selected from contemporary astronomical surveys and are easy to download and use. The accompanying Python code is publicly available, well documented, and.

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Country/Region of Manufacture:

United States of America
Item Length:

25.8 cm
Item Weight:

1324 g
ISBN:

9780691198309

Sparversand:

Economy Int'l Postage 5,30 EUR - Lieferung zwischen 01. July 2025 und 07. July 2025 (bei heutigem Zahlungseingang)
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