Computer Science 514 - Algorithms for Data Science
Fall
2018
02
3.00
Arya Mazumdar
TU TH 10:00AM 11:15AM
UMass Amherst
72797
Morrill Sci Ctr (1) Room N375
arya@cs.umass.edu
72796
Mathematical and algorithmic foundations of big data processing. Study of methods for sampling, sketching, and distributed processing of large scale databases, graphs, and data streams for purposes of scalable statistical description, querying, pattern mining, and learning. This course counts as a CS Elective for the CS Major (BS or BA).
MS-CMPSCI students only LECT 01 FOR UNDERGRADS; LECT 02 FOR GRADS. SEATS HELD IN LECT 02 FOR INCOMING STUDENT REGISTRATION. WAS COMPSCI 590D. STUDENTS NEEDING SPECIAL PERMISSION MUST REQUEST OVERRIDES VIA THE ON-LINE FORM: https://www.cics.umass.edu/overrides.