Statistics Prerequisite

2025 Fall
#24681
DATA C140 001 - LEC 001 offered through Data Science Undergraduate Studies

Probability for Data Science

Alexander Strang
Aug 27, 2025 - Dec 12, 2025
Tu, Th
03:30 pm - 04:59 pm
Dwinelle 155
Class #:24681
Units:4

Instruction Mode: In-Person Instruction

No Open Seats
DATA C140 - LEC 001 Probability for Data Science more detail
An introduction to probability, emphasizing the combined use of mathematics and programming. Discrete and continuous families of distributions. Bounds and approximations. Transforms and convergence. Markov chains and Markov Chain Monte Carlo. Dependence, conditioning, Bayesian methods. Maximum likelihood, least squares prediction, the multivariate normal, and multiple regression. Random permutations, symmetry, and order statistics. Use of numerical computation, graphics, simulation, and computer algebra.
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
Evans 340
Class #:24680
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.
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
Evans 340
Class #:24679
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.
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
Barker 101
Class #:24678
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 2025
#32160
STAT 20 901 - LAB 901 offered through Statistics

Introduction to Probability and Statistics

Evan Munro
Jan 21, 2025 - May 09, 2025
Tu, Th
10:00 am - 10:59 am
Blum B100
Class #:32160
Units:4

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
STAT 20 009 - LEC 009 offered through Statistics

Introduction to Probability and Statistics

Evan Munro
Jan 21, 2025 - May 09, 2025
Mo
11:00 am - 11:59 am
Barker 101
Jan 21, 2025 - May 09, 2025
Tu, Th
11:00 am - 11:59 am
Blum B100
Class #:32158
Units:4

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
STAT 20 801 - LAB 801 offered through Statistics

Introduction to Probability and Statistics

Evan Munro
Jan 21, 2025 - May 09, 2025
Tu, Th
08:00 am - 08:59 am
Blum B100
Class #:25684
Units:4

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
STAT 20 601 - LAB 601 offered through Statistics

Introduction to Probability and Statistics

Everett D Wetchler
Jan 21, 2025 - May 09, 2025
We, Fr
03:00 pm - 03:59 pm
Blum B100
Class #:25682
Units:4

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
STAT 20 501 - LAB 501 offered through Statistics

Introduction to Probability and Statistics

Everett D Wetchler
Jan 21, 2025 - May 09, 2025
We, Fr
02:00 pm - 02:59 pm
Blum B100
Class #:25681
Units:4

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
STAT 20 008 - LEC 008 offered through Statistics

Introduction to Probability and Statistics

Evan Munro
Jan 21, 2025 - May 09, 2025
Mo
09:00 am - 09:59 am
Wheeler 212
Jan 21, 2025 - May 09, 2025
Tu, Th
09:00 am - 09:59 am
Blum B100
Class #:25377
Units:4

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.
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