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Knowledge Discovery in Big Data from Astronomy and Earth Observation: Astrogeoinformatics

Knowledge Discovery in Big Data from Astronomy and Earth Observation: Astrogeoinformatics

Paperback

Astronomy & SpaceGeneral ComputersGeneral Science

ISBN10: 0128191546
ISBN13: 9780128191545
Publisher: Elsevier
Published: Apr 9 2020
Pages: 472
Weight: 1.77
Height: 0.95 Width: 7.50 Depth: 9.25
Language: English

Knowledge Discovery in Big Data from Astronomy and Earth Observation: Astrogeoinformatics bridges the gap between astronomy and geoscience in the context of applications, techniques and key principles of big data. Machine learning and parallel computing are increasingly becoming cross-disciplinary as the phenomena of Big Data is becoming common place. This book provides insight into the common workflows and data science tools used for big data in astronomy and geoscience. After establishing similarity in data gathering, pre-processing and handling, the data science aspects are illustrated in the context of both fields. Software, hardware and algorithms of big data are addressed.

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