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
LUDKOVSKI M
Michael Ludkovski
3.0
21 reviews
RAVAT U V
Uma Ravat
2.4
163 reviews
AI predicted, based on past grading trends of the course and instructor, class info, and 127 other factors
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Spring 2024 . Ravat U V
ILP 2209
W F
14:00 PM - 15:15 PM
Winter 2026 . Ravat U V
BUCHN1920
W F
12:30 PM - 13:45 PM
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PSTAT 194CS Ravat U V Winter 2026 Total: 42
PSTAT 194CS Ravat U V Spring 2024 Total: 29
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184
2.7
PSTAT194CS . Ravat U V 1 Year, 11 Months Ago

Ravat set up this course in a good way, hit on the application of a lot of Comp. Stats topics, and brushed over the proofs as well, but the application is what was tested. Pace of the course was relaxed, and the projects were interesting. It was hard to ask her questions about the material though; and course structure wasn't clear. TA was clutch.

0 helpful 0 unhelpful
PSTAT194CS . Ravat U V 1 Year, 11 Months Ago

My favorite class in UCSB! Dr. Ravat designed a great course on Monte Carlo Methods & Social Network Analysis. Great class to have a few hands on projects and connect with other classmates. She even planned out a career panel and brought in data scientists who worked in NASA, Amazon, and JPMorgan. Take it if ever offer again! Easy & Fair Grading!

0 helpful 0 unhelpful
PSTAT194CS . Ravat U V 3 Years Ago

This was my 2nd class with Dr. Ravat, and it was a much better experience than 120A. She is unorganized and releases too many directions for homework/projects etc. However, she cares about students' success and wants them to leave her 194CS class with the skills to do well in real-life jobs. I would recommend 194CS with her, but not 120A.

0 helpful 0 unhelpful
PSTAT194CS . Ravat U V 4 Years Ago

Personally I think Uma Ravat gets a bad rap. Of the 7 professors I've had in the PSTAT dept she is 1st or 2nd for quality of instruction. 120A is a weeder course. It is not supposed to be easy. 194CS is an Upper Division Statistics class. It requires substantial work outside of class. Follow the hw submission instructions and Pay attention. ywbf

1 helpful 2 unhelpful
PSTAT10 . Ravat U V 3 Months Ago

easy class until the final

0 helpful 0 unhelpful
PSTAT10 . Ravat U V 3 Months Ago

Honestly, she was not as bad as people online made her seem. The content did get confusing at times, and her teaching was not always great, but its still very manageable to get an A in the class!

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