Statistics for Urban Studies

Spring 2022
#29711
DATA C131A 102 - LAB 102 offered through Data Science Undergraduate Studies

Statistical Methods for Data Science

Mengqi Han
Jan 18, 2022 - May 06, 2022
Mo, We
03:00 pm - 03:59 pm
Evans 332
Class #:29711
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.
Spring 2022
#29710
DATA C131A 101 - LAB 101 offered through Data Science Undergraduate Studies

Statistical Methods for Data Science

Mengqi Han
Jan 18, 2022 - May 06, 2022
Mo, We
11:00 am - 11:59 am
Evans 332
Class #:29710
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.
Spring 2022
#29708
DATA C131A 001 - LEC 001 offered through Data Science Undergraduate Studies

Statistical Methods for Data Science

Shobhana Murali Stoyanov
Jan 18, 2022 - May 06, 2022
Tu, Th
02:00 pm - 03:29 pm
Joan and Sanford I. Weill 101
Class #:29708
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.
Spring 2022
#29154
COMPSCI C8 999L - LAB 999L offered through Electrical Engineering and Computer Sciences

Foundations of Data Science

Jan 18, 2022 - May 06, 2022
12:00 am
Class #:29154
Units:4

Instruction Mode: In-Person Instruction

No Open Seats
COMPSCI 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.
2021 Fall
#33636
STAT 20 128 - LAB 128 offered through Statistics

Introduction to Probability and Statistics

Lulude Sun
Aug 25, 2021 - Dec 10, 2021
Mo, We
04:00 pm - 04:59 pm
Evans 344
Class #:33636
Units:4

Instruction Mode: In-Person Instruction

Open Seats

2 Unreserved Seats

STAT 20 - LAB 128 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.
2021 Fall
#33635
STAT 20 127 - LAB 127 offered through Statistics

Introduction to Probability and Statistics

Chad Breece
Aug 25, 2021 - Dec 10, 2021
Mo, We
08:00 am - 08:59 am
Internet/Online
Class #:33635
Units:4

Instruction Mode: Pending Review

No Open Seats
STAT 20 - LAB 127 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.
2021 Summer Session D 6 weeks, July 6 - August 13
#13972
STAT 2 202 - LAB 202 offered through Statistics

Introduction to Statistics

Jul 06, 2021 - Aug 13, 2021
Mo, Tu, We, Th, Fr
04:30 pm - 05:29 pm
Internet/Online
Class #:13972
Units:4

Instruction Mode: Pending Review

Open Seats

2 Unreserved Seats

STAT 2 - LAB 202 Introduction to Statistics more detail
Population and variables. Standard measures of location, spread and association. Normal approximation. Regression. Probability and sampling. Binomial distribution. Interval estimation. Some standard significance tests.
How to apply
2021 Summer Session D 6 weeks, July 6 - August 13
#13971
STAT 2 201 - LAB 201 offered through Statistics

Introduction to Statistics

Jul 06, 2021 - Aug 13, 2021
Mo, Tu, We, Th, Fr
04:30 pm - 05:29 pm
Internet/Online
Class #:13971
Units:4

Instruction Mode: Pending Review

No Open Seats
STAT 2 - LAB 201 Introduction to Statistics more detail
Population and variables. Standard measures of location, spread and association. Normal approximation. Regression. Probability and sampling. Binomial distribution. Interval estimation. Some standard significance tests.
How to apply
2021 Summer Session D 6 weeks, July 6 - August 13
#13969
STAT 2 002 - LEC 002 offered through Statistics

Introduction to Statistics

Maureen Lahiff
Jul 06, 2021 - Aug 13, 2021
Mo, Tu, We, Th, Fr
03:00 pm - 04:29 pm
Internet/Online
Class #:13969
Units:4

Instruction Mode: Pending Review

Open Seats

2 Unreserved Seats

STAT 2 - LEC 002 Introduction to Statistics more detail
Population and variables. Standard measures of location, spread and association. Normal approximation. Regression. Probability and sampling. Binomial distribution. Interval estimation. Some standard significance tests.
How to apply
2021 Fall
#33571
STAT 2 114 - LAB 114 offered through Statistics

Introduction to Statistics

Jilin Cao
Aug 25, 2021 - Dec 10, 2021
Tu, Th
01:00 pm - 01:59 pm
Evans 330
Class #:33571
Units:4

Instruction Mode: In-Person Instruction

Open Seats

2 Unreserved Seats

STAT 2 - LAB 114 Introduction to Statistics more detail
Population and variables. Standard measures of location, spread and association. Normal approximation. Regression. Probability and sampling. Binomial distribution. Interval estimation. Some standard significance tests.
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