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Statistics, Data Mining, and Machine Learning in Astronomy

Statistics, Data Mining, and Machine Learning in Astronomy book

Statistics, Data Mining, and Machine Learning in Astronomy

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Description
Statistics, Data Mining, and Machine Learning in Astronomy presents a wealth of practical analysis problems, evaluates techniques for solving them, and explains how to use various approaches for different types and sizes of data sets. For all applications described in the book, Python code and example data sets are provided. The supporting data sets have been carefully selected from contemporary astronomical surveys (for example, the Sloan Digital Sky Survey) and are easy to download and use. The accompanying Python code is publicly available, well documented, and follows uniform coding standards. Together, the data sets and code enable readers to reproduce all the figures and examples, evaluate the methods, and adapt them to their own fields of interest.
Product details
Edition:
1
Number of Pages:
560
Release Date:
2014-02-18
Publication Date:
2014-03-31
Publisher:
Princeton Univers. Press
Languages:
Original: English
ISBN10:
0691151687
ISBN13:
9780691151687
Weight:
1330 g
Height:
184 cm
Width:
261 cm
Thickness:
40 cm

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