Statistics Prerequisite

2025 Fall
#24277
DATA C8 001 - LEC 001 offered through Data Science Undergraduate Studies

Foundations of Data Science

Jeremy Sanchez
Aug 27, 2025 - Dec 12, 2025
Mo, We, Fr
10:00 am - 10:59 am

Instruction Mode: In-Person Instruction

This class is audio and/or visually recorded

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.
2025 Fall
#24680
DATA C131A 102 - LAB 102 offered through Data Science Undergraduate Studies

Statistical Methods for Data Science

Aug 27, 2025 - Dec 12, 2025
Tu, Th
02:00 pm - 03:00 pm

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.
2025 Fall
#24679
DATA C131A 101 - LAB 101 offered through Data Science Undergraduate Studies

Statistical Methods for Data Science

Aug 27, 2025 - Dec 12, 2025
Tu, Th
10:00 am - 11:00 am

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.
2025 Fall
#24678
DATA C131A 001 - LEC 001 offered through Data Science Undergraduate Studies

Statistical Methods for Data Science

Shobhana Murali Stoyanov
Aug 27, 2025 - Dec 12, 2025
Tu, Th
08:00 am - 09:29 am

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 2025
#32160

Introduction to Probability and Statistics

Evan Munro
Jan 21, 2025 - May 09, 2025
Tu, Th
10:00 am - 10:59 am

Instruction Mode: In-Person Instruction

Open Seats

1 Unreserved Seats

STAT 20 - LAB 901 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.
Spring 2025
#32158

Introduction to Probability and Statistics

Evan Munro
Jan 21, 2025 - May 09, 2025
Mo
11:00 am - 11:59 am
Jan 21, 2025 - May 09, 2025
Tu, Th
11:00 am - 11:59 am

Instruction Mode: In-Person Instruction

Open Seats

1 Unreserved Seats

STAT 20 - LEC 009 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.
Spring 2025
#25684

Introduction to Probability and Statistics

Evan Munro
Jan 21, 2025 - May 09, 2025
Tu, Th
08:00 am - 08:59 am

Instruction Mode: In-Person Instruction

Open Seats

1 Unreserved Seats

STAT 20 - LAB 801 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.
Spring 2025
#25682

Introduction to Probability and Statistics

Everett D Wetchler
Jan 21, 2025 - May 09, 2025
We, Fr
03:00 pm - 03:59 pm

Instruction Mode: In-Person Instruction

No Open Seats
STAT 20 - LAB 601 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.
Spring 2025
#25681

Introduction to Probability and Statistics

Everett D Wetchler
Jan 21, 2025 - May 09, 2025
We, Fr
02:00 pm - 02:59 pm

Instruction Mode: In-Person Instruction

No Open Seats
STAT 20 - LAB 501 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.
Spring 2025
#25377

Introduction to Probability and Statistics

Evan Munro
Jan 21, 2025 - May 09, 2025
Mo
09:00 am - 09:59 am
Jan 21, 2025 - May 09, 2025
Tu, Th
09:00 am - 09:59 am

Instruction Mode: In-Person Instruction

Open Seats

STAT 20 - LEC 008 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.