ABSTRACT

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

part I|2 pages

General Perspectives on Big Data

part IV|2 pages

Graph Approaches

chapter 11|20 pages

Networks

chapter 12|30 pages

Mining Large Graphs

part VI|2 pages

Ensemble Methods

part VII|2 pages

Causal Inference

part VIII|2 pages

Targeted Learning