Using the computational power of a computer has become central to the many fields - modern statistics , data science, machine learning, deep learning, artificial intelligence etc. In this course students develop a working knowledge of modern computational statistics applicable to data science, machine learning, deep learning. Students will develop an understanding of how computers are used to do statistics and why these methods work. This will enable effective use of methods of computational statistics in applications. We will use R programming language.

Prerequisites: Upper-division standing; consent of instructor.

1 - 4

Units

Optional

Grading

1, 2, 3

Passtime

Upper division only

Level Limit

Letters and science

College
T B A
No info found
See All
Spring 2024 . Ravat U V
ILP 2209
W F
14:00 PM - 15:15 PM
Summer 2024 . Ludkovski M Ravat U V
ILP 3211
T R
11:00 AM - 12:05 PM
See All
PSTAT 194CS Ravat U V Winter 2026 Total: 42
PSTAT 194CS Ravat U V Spring 2024 Total: 29
PSTAT 182T
0 / 15 Enrolled
Tutorial in Actuarial Statistics
T B A
M
18:30 PM - 19:45 PM
PSTAT 190
0 / 10 Enrolled
Teaching and Mentoring Statistics and Data Science
Uma Ravat 2.4
R
13:00 PM - 13:50 PM
PSTAT 193
0 / 10 Enrolled
Internship in Statistics
T B A
PSTAT 197A
0 / 60 Enrolled
Data Science Capstone Project Preparation
Sang-Yun Oh 2.2 Katie Coburn 3.1
T R
15:30 PM - 16:45 PM
PSTAT 199
0 / 10 Enrolled
Independent Studies in Statistics
T B A
PSTAT 207A
0 / 30 Enrolled
Statistical Theory
Sreenivasa Jammalamadaka 4.3
T R
14:00 PM - 15:15 PM