Statistics for Urban Studies

2022 Fall
#24959
DATA C8 001 - LEC 001 offered through Data Science Undergraduate Studies

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 #:24959
Units:4

Instruction Mode: In-Person Instruction

Time Conflict Enrollment Allowed

This class is audio and/or visually recorded

No Open Seats
DATA 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.
2022 Fall
#25740
DATA C131A 102 - LAB 102 offered through Data Science Undergraduate Studies

Statistical Methods for Data Science

Jeremy Goldwasser
Aug 24, 2022 - Dec 09, 2022
Mo, We
03:00 pm - 03:59 pm
Evans 332
Class #:25740
Units:4

Instruction Mode: In-Person Instruction

No Open Seats
DATA C131A - LAB 102 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
#25739
DATA C131A 101 - LAB 101 offered through Data Science Undergraduate Studies

Statistical Methods for Data Science

Jeremy Goldwasser
Aug 24, 2022 - Dec 09, 2022
Mo, We
11:00 am - 11:59 am
Evans 332
Class #:25739
Units:4

Instruction Mode: In-Person Instruction

No Open Seats
DATA C131A - LAB 101 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
#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.
2022 Summer Session C 8 weeks, June 21 - August 12
#15837
STAT 2 104 - LAB 104 offered through Statistics

Introduction to Statistics

Qifan Zhang
Jun 21, 2022 - Aug 12, 2022
Tu, Th
11:30 am - 01:29 pm
Internet/Online
Class #:15837
Units:4

Instruction Mode: Online

No Open Seats
STAT 2 - LAB 104 Introduction to Statistics more detail
Population and variables. Standard measures of location, spread and association. Normal approximation. Regression. Probability and sampling. Interval estimation. Some standard significance tests.
How to apply
2022 Summer Session C 8 weeks, June 21 - August 12
#15440
STAT 2 103 - LAB 103 offered through Statistics

Introduction to Statistics

Qifan Zhang
Jun 21, 2022 - Aug 12, 2022
Tu, Th
05:00 pm - 06:59 pm
Internet/Online
Class #:15440
Units:4

Instruction Mode: Online

No Open Seats
STAT 2 - LAB 103 Introduction to Statistics more detail
Population and variables. Standard measures of location, spread and association. Normal approximation. Regression. Probability and sampling. Interval estimation. Some standard significance tests.
How to apply
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
#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
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