Applications of advanced data science tools for data retrieval, statistical analysis and machine learning, optimization, and visualization. Multiple case studies will illustrate the practical use of these tools.

Prerequisites: PSTAT 131 or PSTAT 231 or Computer Science 165B; and Computer Science 9 (preferred) or Computer Science16. A minimum letter grade of C or better must be earned in each course.

4

Units

Optional

Grading

1, 2

Passtime

None

Level Limit

Letters and science

College
These majors only finms stsds actsc stsap stats
Laura Baracaldo
1.8
26 reviews
SSMS 1304
M
10:00 AM - 10:50 AM
19 / 20

SSMS 1304
M
11:00 AM - 11:50 AM
19 / 20

SSMS 1304
M
12:00 PM - 12:50 PM
14 / 20

SSMS 1304
M
13:00 PM - 13:50 PM
13 / 20

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Spring 2024 . Baracaldo Lan
BUCHN1920
M W
09:30 AM - 10:45 AM
Winter 2024 . Oh Sang-Yun
PSYCH1924
T R
11:00 AM - 12:15 PM
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PSTAT 134 Baracaldo Lan Spring 2025 Total: 46
PSTAT 134 Baracaldo Lan Spring 2024 Total: 70
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26
1.8
pstat134 . 5 Months Ago

Dr. Baracaldo's lectures were always jaded and dull, with unnecessarily difficult and long assignments to boot. Labs in particular took days to complete (and are worth less than the comparatively easier homework); midterm exam was tricky and finnicky; she gave zero communication on anything (midterm date, final project requirements). Best to avoid!

0 helpful 0 unhelpful
pstat134 . 7 Months Ago

I wanted to give her the benefit of the doubt, but she made lecture attendance optional while also announcing our midterm date/info on Canvas 2 DAYS before it.

0 helpful 0 unhelpful
pstat134 . 1 Year, 4 Months Ago

If you want to be concerned about whether you will graduate on time due to a single question on a single exam, this is the class to take. Prof never responds to emails/Nectir (Slack).

0 helpful 0 unhelpful
pstat134 . 1 Year, 5 Months Ago

Random in-class quizzes, bi-weekly homework assignments which were challenging because in-class material didn't help, a midterm and a final. Final was completely unfair and irrelevant to what we learned. I would only take this class when Professor Sang-Yun Oh teaches it. Most of the class felt like they learned absolutely nothing. Avoid, 0/10 class

0 helpful 0 unhelpful
pstat134 . 1 Year, 5 Months Ago

HW assigned biweekly, labs were not required but were briefly gone over in section without solutions released. Quizzes were in class on canvas, and the final was very difficult with two questions, one being worth 50/70 points. Professor/ hws did not prepare the class for exams and in general it was a low quality class.

0 helpful 0 unhelpful
pstat134 . 1 Year, 6 Months Ago

I took her for PSTAT 134. The course load is actually pretty light she just doesn't really do anything to prepare you for the mid term and finals. There's not enough in the assignments to prepare you. Final had 50/70 points in one question that I couldn't finish.

0 helpful 0 unhelpful
See all 26 reviews
PSTAT 122
121 / 125 Enrolled
Design and Analysis of Experiments
Peter Chi 4.9
M W
09:30 AM - 10:45 AM
52.8% A
PSTAT 126
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Puja Pandey 4.3
T R
11:00 AM - 12:15 PM
42.9% A
PSTAT 126
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Regression Analysis
Puja Pandey 4.3
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09:30 AM - 10:45 AM
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125 / 125 Full
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08:00 AM - 09:15 AM
35.7% A
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12:30 PM - 13:45 PM
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Big Data Analytics
Sang-Yun Oh 2.3
T R
15:30 PM - 16:45 PM
82.2% A