Algorithms for Big Data
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Overview
Subject area
CSCI
Catalog Number
328
Course Title
Algorithms for Big Data
Department(s)
Description
Hashing, Bloom filters and applications, Cuckoo filters, quotient filters, streaming algorithms, heavy hitters and count-min sketch, other sketching algorithms, external memory algorithms and I/O efficiency, dimensionality reduction, coresets, MAPReduce. Programming projects.
Typically Offered
Fall, Spring
Academic Career
Undergraduate
Liberal Arts
No
Credits
Minimum Units
3
Maximum Units
3
Academic Progress Units
3
Repeat For Credit
No
Components
Name
Lecture
Hours
3
Requisites
036230