Fundamentals of programming for data science using R. Descriptive statistics, distributions and graphics in R. Relational database management systems including the relational model, relational algebra, database design principles and data manipulation using SQL. An introduction to the concept of big data.

Prerequisites: Math 2B or 3B with a minimum grade of C or better.

5

Units

Optional

Grading

1, 2

Passtime

None

Level Limit

Letters and science

College
Unlocks PSTAT 140 PSTAT 123 PSTAT 5H PSTAT 105 PSTAT 174 PSTAT 122
These majors only stats
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
PHELP1526
M W
10:00 AM - 10:50 AM
25 / 25 Full
PHELP1526
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11:00 AM - 11:50 AM
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PHELP1526
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PHELP1526
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PHELP1526
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14:00 PM - 14:50 PM
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PHELP1526
T R
08:00 AM - 08:50 AM
25 / 25 Full
PSY-E1805
T R
09:00 AM - 09:50 AM
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PHELP1529
T R
10:00 AM - 10:50 AM
25 / 25 Full
PSY-E1805
M W
15:00 PM - 15:50 PM
25 / 25 Full
PHELP1518
T R
15:00 PM - 15:50 PM
25 / 25 Full
PHELP1529
T R
13:00 PM - 13:50 PM
25 / 25 Full
SSMS 1304
T R
14:00 PM - 14:50 PM
25 / 25 Full
PHELP1526
M W
10:00 AM - 10:50 AM
25 / 25 Full
PHELP1526
M W
11:00 AM - 11:50 AM
25 / 25 Full
PHELP1526
M W
12:00 PM - 12:50 PM
25 / 25 Full
PHELP1526
M W
13:00 PM - 13:50 PM
25 / 25 Full
PHELP1526
M W
14:00 PM - 14:50 PM
25 / 25 Full
PHELP1526
T R
08:00 AM - 08:50 AM
25 / 25 Full
PSY-E1805
T R
09:00 AM - 09:50 AM
25 / 25 Full
PHELP1529
T R
10:00 AM - 10:50 AM
25 / 25 Full
PSY-E1805
M W
15:00 PM - 15:50 PM
25 / 25 Full
PHELP1518
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PHELP1529
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SSMS 1304
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14:00 PM - 14:50 PM
24 / 25
Los Ingenieros logo
Los Ingenieros
We are the Society of Hispanic Professional Engineers (SHPE) here at UCSB, and our vision is to enhance support for all our members throughout their higher education journey. Whether your interests are in engineering, mathematics, biology, or beyond, Los Ingenieros is dedicated to making a positive impact through professional growth and success, academic opportunities, community involvement, and networking for both our members and the local community. And most importantly, you don’t have to be an engineer, in STEM, or Hispanic to join; we welcome everyone!
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Winter 2025 . Ravat U V
ILP 2302
W F
14:00 PM - 15:15 PM
Winter 2026 . Ravat U V
CHEM 1179
W
11:00 AM - 12:15 PM
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PSTAT 10 Ravat U V Winter 2026 Total: 193
PSTAT 10 Ravat U V Winter 2025 Total: 242
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163
2.4
PSTAT10 . Ravat U V 6 Months Ago

easy class until the final

0 helpful 0 unhelpful
PSTAT10 . Ravat U V 6 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!

0 helpful 0 unhelpful
PSTAT10 . Ravat U V 6 Months Ago

she is a very caring professor, she gives you all the material you need to succeed. She makes everything very accessible and she honestly wants you to do better. I think it's up to you if you want to do good or not.

0 helpful 0 unhelpful
PSTAT10 . Ravat U V 1 Year, 4 Months Ago

The issue is not in the way she teaches or the organization of the course, but rather the structure of tests themselves which were weighted so highly. She tries to trip you up on syntax and tests little things you can only get from memorizing things in lectures. It felt more-so like a memorization test than anything.

0 helpful 0 unhelpful
PSTAT10 . Ravat U V 1 Year, 6 Months Ago

Overall really nice prof, cares to get to know her students. The disrespect doesn't make sense on here

0 helpful 0 unhelpful
PSTAT10 . Ravat U V 1 Year, 6 Months Ago

Great prof over all, really cares about her students well being. Talked about wanting to help students get into research and was very willing to give career advice outside of class time. You can tell teaching is her passion, and although her style isnt for everyone I think she was great. Don't understand the negative comments, it's unwarranted.

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PSTAT 5H
0 / 30 Enrolled
Honors Seminar, Statistics
Amos Natido 4.1
M
10:00 AM - 10:50 AM
PSTAT 5A
250 / 250 Full
Understanding Data
Julie Swenson 4.3
M W
08:00 AM - 09:15 AM
PSTAT 5LS
350 / 350 Full
Statistics for Life Sciences
Brian Wainwright 3.1
M W
11:00 AM - 12:15 PM
PSTAT 8
125 / 125 Full
Transition to Data Science, Probability and Statistics
Dawn Holmes 3.2
T R
12:30 PM - 13:45 PM
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112 / 150 Enrolled
Data Science Concepts and Analysis
Franks A
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12:30 PM - 13:45 PM
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58 / 75 Enrolled
Introduction to Bayesian Data Analysis
Brian Wainwright 3.1
M W
09:30 AM - 10:45 AM