CS 361

Spring 2022 All Classes

All Classes

Probability & Statistics for Computer Science

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Credit: 3 hours.

Introduction to probability theory and statistics with applications to computer science. Topics include: visualizing datasets, summarizing data, basic descriptive statistics, conditional probability, independence, Bayes theorem, random variables, joint and conditional distributions, expectation, variance and covariance, central limit theorem. Markov inequality, Chebyshev inequality, law of large numbers, Markov chains, simulation, the PageRank algorithm, populations and sampling, sample mean, standard error, maximum likelihood estimation, Bayes estimation, hypothesis testing, confidence intervals, linear regression, principal component analysis, classification, and decision trees.

Same as STAT 361. Credit is not given for both CS 361 and ECE 313. Prerequisite: MATH 220 or MATH 221; credit or concurrent registration in one of MATH 225, MATH 257, MATH 415, MATH 416 or ASRM 406. For majors only.

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CS 361 class schedule data for spring 2022
CRN	Type	Section	Time	Day	Location	Instructor	Section Details
65086	Discussion/ Recitation	ADA	9:00AM -9:50AM	W	1111 Siebel Center for Comp Sci	Cho, I Liu, H	Part of Term: 1 Date Range: 01/18/22-05/04/22
65087	Discussion/ Recitation	ADB	10:00AM -10:50AM	W	1111 Siebel Center for Comp Sci	Cho, I Liu, H	Part of Term: 1 Date Range: 01/18/22-05/04/22
65083	Discussion/ Recitation	ADC	11:00AM -11:50AM	W	1111 Siebel Center for Comp Sci	Liu, H Vipul Harsh, -	Part of Term: 1 Date Range: 01/18/22-05/04/22
65084	Discussion/ Recitation	ADD	12:00PM -12:50PM	W	1111 Siebel Center for Comp Sci	Liu, H Vipul Harsh, -	Part of Term: 1 Date Range: 01/18/22-05/04/22
65085	Discussion/ Recitation	ADE	1:00PM -1:50PM	W	1111 Siebel Center for Comp Sci	Liu, H Xu, W	Part of Term: 1 Date Range: 01/18/22-05/04/22
68207	Discussion/ Recitation	ADF	2:00PM -2:50PM	W	1111 Siebel Center for Comp Sci	Liu, H Xu, W	Part of Term: 1 Date Range: 01/18/22-05/04/22
70266	Discussion/ Recitation	ADG	3:00PM -3:50PM	W	1111 Siebel Center for Comp Sci	Karan, A Liu, H	Part of Term: 1 Date Range: 01/18/22-05/04/22
70268	Discussion/ Recitation	ADH	4:00PM -4:50PM	W	1111 Siebel Center for Comp Sci	Karan, A Liu, H	Part of Term: 1 Date Range: 01/18/22-05/04/22
71011	Discussion/ Recitation	ADI	5:00PM -5:50PM	W	1111 Siebel Center for Comp Sci	Fewell, A Liu, H	Part of Term: 1 Date Range: 01/18/22-05/04/22
65082	Lecture	AL1	12:30PM -1:45PM	TR	3039 Campus Instructional Facility	Liu, H	Part of Term: 1 Date Range: 01/18/22-05/04/22 Section Info: For up-to-date information about CS course restrictions, please see the following link: http://go.cs.illinois.edu/CSregister Restriction(s): Restricted to Undergrad - Urbana-Champaign.