Data & IT

Handbook of Big Data Analytics

Wolfgang Karl Hrdle • Henry Horng-Shing Lu • Xiaotong Shen

Pocket

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538 sidor
2019

Addressing a broad range of big data analytics in cross-disciplinary applications, this essential handbook focuses on the statistical prospects offered by recent developments in this field. To do so, it covers statistical methods for high-dimensional problems, algorithmic designs, computation tools, analysis flows and the software-hardware co-designs that are needed to support insightful discoveries from big data. The book is primarily intended for statisticians, computer experts, engineers and application developers interested in using big data analytics with statistics. Readers should have a solid background in statistics and computer science.

Författare: Wolfgang Karl Hrdle, Henry Horng-Shing Lu, Xiaotong Shen
Format: Pocket/Paperback
ISBN: 9783030132385
Språk: Engelska
Antal sidor: 538
Utgivningsdatum: 2019-12-10
Förlag: Springer Nature Switzerland AG