TY - BOOK
AU - Kepner, Jeremy
AU - Hayden, Jananthan
TI - Mathematics of big data: spreadsheets, databases, matrices, and graphs
SN - 9780262038393
U1 - 005.7
PY - 2018///
CY - London
PB - MIT Press
KW - Computer Science
KW - Big data - Graphic methods
KW - Graph Analysis and Machine Learning
KW - Visualizing Algebra
N2 - Mathematics of Big Data presents a sophisticated view of matrices, graphs, databases, and spreadsheets, with many examples to help the discussion. The authors present the topic in three parts-applications and practice, mathematical foundations, and linear systemsâwith self-contained chapters to allow for easy reference and browsing. The algorithms are expressed in D4M, with execution possible in Matlab, Octave, and Julia. With exercises at the end of each section, the book can be used as a supplemental or primary text for a class on big data, algorithms, data structures, data analytics, linear algebra, or abstract algebra.
https://mitpress.mit.edu/books/mathematics-big-data
ER -