Computer Science 514 - Algorithms for Data Science

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 IN PERSON: LEC 01 FOR UNDERGRADS; LEC 02 FOR GRADS. ONLINE: LEC 03 FOR UNDERGRADS; LEC 04 FOR GRADS; UWW LEC 01 FOR ONLINE MS-CMPSCI PROGRAM ONLY. SEATS HELD IN LEC 02 FOR INCOMING GRAD STUDENT REGISTRATION. STUDENTS NEEDING SPECIAL PERMISSION MUST REQUEST OVERRIDES VIA THE ON-LINE FORM: https://www.cics.umass.edu/overrides.