Statistics Prerequisite

2022 Fall
#25738
DATA C131A 001 - LEC 001 offered through Data Science Undergraduate Studies

Statistical Methods for Data Science

Shobhana Murali Stoyanov
Aug 24, 2022 - Dec 09, 2022
Tu, Th
11:00 am - 12:29 pm
Social Sciences Building 20
Class #:25738
Units:4

Instruction Mode: In-Person Instruction

No Open Seats
DATA C131A - LEC 001 Statistical Methods for Data Science more detail
This course teaches a broad range of statistical methods that are used to solve data problems. Topics include group comparisons and ANOVA, standard parametric statistical models, multivariate data visualization, multiple linear regression, logistic regression and classification, regression trees and random forests. An important focus of the course is on statistical computing and reproducible statistical analysis. The course and lab include hands-on experience in analyzing real world data from the social, life, and physical sciences. The R statistical language is used.
2022 Fall
#24956
COMPSCI C8 001 - LEC 001 offered through Electrical Engineering and Computer Sciences

Foundations of Data Science

Swupnil K Sahai, John DeNero
Aug 24, 2022 - Dec 09, 2022
Mo, We, Fr
02:00 pm - 02:59 pm
Wheeler 150
Class #:24956
Units:4

Instruction Mode: In-Person Instruction

No Open Seats
COMPSCI C8 - LEC 001 Foundations of Data Science more detail
Foundations of data science from three perspectives: inferential thinking, computational thinking, and real-world relevance. Given data arising from some real-world phenomenon, how does one analyze that data so as to understand that phenomenon? The course teaches critical concepts and skills in computer programming and statistical inference, in conjunction with hands-on analysis of real-world datasets, including economic data, document collections, geographical data, and social networks. It delves into social and legal issues surrounding data analysis, including issues of privacy and data ownership.
Spring 2022
#33334
STAT 20 305 - LAB 305 offered through Statistics

Introduction to Probability and Statistics

Lulude Sun
Jan 18, 2022 - May 06, 2022
Tu, Th
11:00 am - 11:59 am
Evans 334
Class #:33334
Units:4

Instruction Mode: In-Person Instruction

Open Seats

6 Unreserved Seats

STAT 20 - LAB 305 Introduction to Probability and Statistics more detail
For students with mathematical background who wish to acquire basic concepts. Relative frequencies, discrete probability, random variables, expectation. Testing hypotheses. Estimation. Illustrations from various fields.
2022 Summer Session C 8 weeks, June 21 - August 12
#13659
STAT 134 103 - DIS 103 offered through Statistics

Concepts of Probability

Nicholas M Liskij
Jun 21, 2022 - Aug 12, 2022
Mo, Tu, We, Th
03:00 pm - 03:59 pm
Evans 330
Class #:13659
Units:4

Instruction Mode: In-Person Instruction

No Open Seats
STAT 134 - DIS 103 Concepts of Probability more detail
An introduction to probability, emphasizing concepts and applications. Conditional expectation, independence, laws of large numbers. Discrete and continuous random variables. Central limit theorem. Selected topics such as the Poisson process, Markov chains, characteristic functions.
How to apply
2022 Summer Session C 8 weeks, June 21 - August 12
#13927
STAT C8 999L - LAB 999L offered through Statistics

Foundations of Data Science

Class #:13927
Units:4

Instruction Mode: In-Person Instruction

No Open Seats
STAT C8 - LAB 999L Foundations of Data Science more detail
Foundations of data science from three perspectives: inferential thinking, computational thinking, and real-world relevance. Given data arising from some real-world phenomenon, how does one analyze that data so as to understand that phenomenon? The course teaches critical concepts and skills in computer programming and statistical inference, in conjunction with hands-on analysis of real-world datasets, including economic data, document collections, geographical data, and social networks. It delves into social and legal issues surrounding data analysis, including issues of privacy and data ownership.
How to apply
2022 Summer Session C 8 weeks, June 21 - August 12
#13926
STAT C8 117 - LAB 117 offered through Statistics

Foundations of Data Science

Jun 21, 2022 - Aug 12, 2022
Mo, We
05:00 pm - 06:59 pm
Social Sciences Building 122
Class #:13926
Units:4

Instruction Mode: In-Person Instruction

No Open Seats
STAT C8 - LAB 117 Foundations of Data Science more detail
Foundations of data science from three perspectives: inferential thinking, computational thinking, and real-world relevance. Given data arising from some real-world phenomenon, how does one analyze that data so as to understand that phenomenon? The course teaches critical concepts and skills in computer programming and statistical inference, in conjunction with hands-on analysis of real-world datasets, including economic data, document collections, geographical data, and social networks. It delves into social and legal issues surrounding data analysis, including issues of privacy and data ownership.
How to apply
2022 Summer Session C 8 weeks, June 21 - August 12
#13925
STAT C8 116 - LAB 116 offered through Statistics

Foundations of Data Science

Jun 21, 2022 - Aug 12, 2022
Mo, We
05:00 pm - 06:59 pm
Social Sciences Building 118
Class #:13925
Units:4

Instruction Mode: In-Person Instruction

No Open Seats
STAT C8 - LAB 116 Foundations of Data Science more detail
Foundations of data science from three perspectives: inferential thinking, computational thinking, and real-world relevance. Given data arising from some real-world phenomenon, how does one analyze that data so as to understand that phenomenon? The course teaches critical concepts and skills in computer programming and statistical inference, in conjunction with hands-on analysis of real-world datasets, including economic data, document collections, geographical data, and social networks. It delves into social and legal issues surrounding data analysis, including issues of privacy and data ownership.
How to apply
2022 Summer Session C 8 weeks, June 21 - August 12
#13846
STAT C8 115 - LAB 115 offered through Statistics

Foundations of Data Science

Jun 21, 2022 - Aug 12, 2022
Mo, We
05:00 pm - 06:59 pm
Internet/Online
Class #:13846
Units:4

Instruction Mode: In-Person Instruction

Time Conflict Enrollment Allowed

No Open Seats
STAT C8 - LAB 115 Foundations of Data Science more detail
Foundations of data science from three perspectives: inferential thinking, computational thinking, and real-world relevance. Given data arising from some real-world phenomenon, how does one analyze that data so as to understand that phenomenon? The course teaches critical concepts and skills in computer programming and statistical inference, in conjunction with hands-on analysis of real-world datasets, including economic data, document collections, geographical data, and social networks. It delves into social and legal issues surrounding data analysis, including issues of privacy and data ownership.
How to apply
2022 Summer Session C 8 weeks, June 21 - August 12
#13845
STAT C8 114 - LAB 114 offered through Statistics

Foundations of Data Science

Jun 21, 2022 - Aug 12, 2022
Mo, We
05:00 pm - 06:59 pm
Class #:13845
Units:4

Instruction Mode: In-Person Instruction

Time Conflict Enrollment Allowed

No Open Seats
STAT C8 - LAB 114 Foundations of Data Science more detail
Foundations of data science from three perspectives: inferential thinking, computational thinking, and real-world relevance. Given data arising from some real-world phenomenon, how does one analyze that data so as to understand that phenomenon? The course teaches critical concepts and skills in computer programming and statistical inference, in conjunction with hands-on analysis of real-world datasets, including economic data, document collections, geographical data, and social networks. It delves into social and legal issues surrounding data analysis, including issues of privacy and data ownership.
How to apply
2022 Summer Session C 8 weeks, June 21 - August 12
#13844
STAT C8 113 - LAB 113 offered through Statistics

Foundations of Data Science

Jun 21, 2022 - Aug 12, 2022
Mo, We
03:00 pm - 04:59 pm
Internet/Online
Class #:13844
Units:4

Instruction Mode: In-Person Instruction

Time Conflict Enrollment Allowed

No Open Seats
STAT C8 - LAB 113 Foundations of Data Science more detail
Foundations of data science from three perspectives: inferential thinking, computational thinking, and real-world relevance. Given data arising from some real-world phenomenon, how does one analyze that data so as to understand that phenomenon? The course teaches critical concepts and skills in computer programming and statistical inference, in conjunction with hands-on analysis of real-world datasets, including economic data, document collections, geographical data, and social networks. It delves into social and legal issues surrounding data analysis, including issues of privacy and data ownership.
How to apply
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