CS 361

Spring 2021 Part of Term 1

Part of Term 1
Jan 25-May 5
Probability & Statistics for Computer Science

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 415, MATH 416 or ASRM 406. For majors only.

CS 361 class schedule data for spring 2021
CRN Type Section Time Day Location Instructor Section Details
65086
Online Discussion
ADA
9:00AM -9:50AM
W
n.a.
Xu, W
Part of Term:
1
Date Range:
01/25/21-05/05/21
Section Info:
For up-to-date information about CS course restrictions, please see the following link: http://go.cs.illinois.edu/CSregister
65087
Online Discussion
ADB
10:01AM -10:50AM
W
n.a.
Xu, W
Part of Term:
1
Date Range:
01/25/21-05/05/21
Section Info:
For up-to-date information about CS course restrictions, please see the following link: http://go.cs.illinois.edu/CSregister
65083
Online Discussion
ADC
11:00AM -11:50AM
W
n.a.
Krishna Kumaran, S
Part of Term:
1
Date Range:
01/25/21-05/05/21
Section Info:
For up-to-date information about CS course restrictions, please see the following link: http://go.cs.illinois.edu/CSregister
65084
Online Discussion
ADD
12:00PM -12:50PM
W
n.a.
Krishna Kumaran, S
Part of Term:
1
Date Range:
01/25/21-05/05/21
Section Info:
For up-to-date information about CS course restrictions, please see the following link: http://go.cs.illinois.edu/CSregister
65085
Online Discussion
ADE
1:00PM -1:50PM
W
n.a.
Karan, A
Part of Term:
1
Date Range:
01/25/21-05/05/21
Section Info:
For up-to-date information about CS course restrictions, please see the following link: http://go.cs.illinois.edu/CSregister
68207
Online Discussion
ADF
2:00PM -2:50PM
W
n.a.
Karan, A
Part of Term:
1
Date Range:
01/25/21-05/05/21
Section Info:
For up-to-date information about CS course restrictions, please see the following link: http://go.cs.illinois.edu/CSregister
70266
Online Discussion
ADG
3:00PM -3:50PM
W
n.a.
Wang, Y
Part of Term:
1
Date Range:
01/25/21-05/05/21
Section Info:
For up-to-date information about CS course restrictions, please see the following link: http://go.cs.illinois.edu/CSregister
70268
Online Discussion
ADH
4:00PM -4:50PM
W
n.a.
Wang, Y
Part of Term:
1
Date Range:
01/25/21-05/05/21
Section Info:
For up-to-date information about CS course restrictions, please see the following link: http://go.cs.illinois.edu/CSregister
65082
Online Lecture
AL1
11:00AM -12:15PM
TR
n.a.
Liu, H
Part of Term:
1
Date Range:
01/25/21-05/05/21
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.
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