Computer Science 514 - Algorithms for Data Science
Fall
2022
02
3.00
Cameron Musco
TU TH 1:00PM 2:15PM
UMass Amherst
44923
Morrill Sci. Ctr. (II) rm 131
cmusco@umass.edu
44922
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.
MS-CMPSCI students only LECT 01 FOR UNDERGRADS; LECT 02 FOR GRADS (MEETS IN-PERSON); LECT 03 ONLINE FOR GRADUATE STUDENTS ONLY; LECT 04 ONLINE FOR UNDERGRADUATE STUDENTS ONLY; UWW LECT 01 ONLINE FOR ONLINE MS-COMPSCI AND MS-COMPSCI ONLY. SEATS HELD IN LECT 02 FOR INCOMING GRAD STUDENT REGISTRATION. STUDENTS NEEDING SPECIAL PERMISSION MUST REQUEST OVERRIDES VIA THE ON-LINE FORM: https://www.cics.umass.edu/overrides.