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Handbook Of Big Data Bhlmann Peter

SKU: BELL-22031854

$ 31.00 ~~$ 45.00~~ (-31%)

4.7

36 reviews

Handbook Of Big Data Bhlmann Peter instant download after payment.

Publisher: CRC Press

File Extension: PDF

File size: 8.59 MB

Author: Bühlmann, Peter

ISBN: 9781482249088, 1482249081

Language: English

Year: 2016

Product desciption

Handbook Of Big Data Bhlmann Peter by Bühlmann, Peter 9781482249088, 1482249081 instant download after payment.

"Handbook of Big Data provides a state-of-the-art overview of the analysis of large-scale datasets. Featuring contributions from well-known experts in statistics and computer science, this handbook presents a carefully curated collection of techniques from both industry and academia. Thus, the text instills a working understanding of key statistical and computing ideas that can be readily applied in research and practice"--;I. General perspectives on big data -- II. Data-centric, exploratory methods -- III. Efficient algorithms -- IV. Graph approaches -- V. Model fitting and regularization -- VI. Ensemble methods -- VII. Causal inference -- VIII. Targeted learning.