CS 109: Introduction to Probability for Computer Scientists
Topics include: counting and combinatorics, random variables, conditional probability, independence, distributions, expectation, point estimation, and limit theorems. Applications of probability in computer science including machine learning and the use of probability in the analysis of algorithms. Prerequisites: 103, 106B or X, multivariate calculus at the level of
MATH 51 or
CME 100 or equivalent.
Terms: Win, Spr, Sum
| Units: 3-5
| UG Reqs: WAY-AQR, WAY-FR, GER:DB-EngrAppSci
Instructors:
Monroe, W. (PI)
;
Piech, C. (PI)
;
Sahami, M. (PI)
;
Corcoran, B. (TA)
;
Liu, Y. (TA)
;
Meister, M. (TA)
POLISCI 103: Justice (ETHICSOC 171, PHIL 171, POLISCI 336S, PUBLPOL 103C, PUBLPOL 307)
Focus is on the ideal of a just society, and the place of liberty and equality in it, in light of contemporary theories of justice and political controversies. Topics include financing schools and elections, regulating markets, discriminating against people with disabilities, and enforcing sexual morality. Counts as Writing in the Major for PoliSci majors.
Terms: Aut
| Units: 4-5
| UG Reqs: GER:DB-Hum, GER:EC-EthicReas, WAY-ER
PUBLPOL 103C: Justice (ETHICSOC 171, PHIL 171, POLISCI 103, POLISCI 336S, PUBLPOL 307)
Focus is on the ideal of a just society, and the place of liberty and equality in it, in light of contemporary theories of justice and political controversies. Topics include financing schools and elections, regulating markets, discriminating against people with disabilities, and enforcing sexual morality. Counts as Writing in the Major for PoliSci majors.
Terms: Aut
| Units: 4-5
| UG Reqs: GER:DB-Hum, GER:EC-EthicReas, WAY-ER
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