Overview of data science key concepts and the use of tools for data retrieval, analysis, visualization, and reproducible research. Topics include an introduction to inference and prediction, principles of measurement, missing data, and notions of causality, statistical traps, and concepts in data ethics and privacy. Case studies illustrate the importance of domain knowledge.

Prerequisites: PSTAT 120A; CS 9 or CS 16; and Math 4A, all with letter grade C or better.

4

Units

Optional

Grading

1, 2

Passtime

None

Level Limit

Letters and science

College
These majors only finms actsc stsds stsap stats
Ali Abuzaid
3.0
13 reviews
ILP 3316
M
14:00 PM - 14:50 PM
29 / 29 Full

ILP 4103
M
15:00 PM - 15:50 PM
28 / 28 Full

GIRV 2129
M
16:00 PM - 16:50 PM
28 / 28 Full

GIRV 2119
M
17:00 PM - 17:50 PM
28 / 28 Full

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Fall 2024 . Abuzaid A H
NH 1006
T R
17:00 PM - 18:15 PM
Spring 2024 . T B A
BUCHN1940
T R
09:30 AM - 10:45 AM
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PSTAT 100 Marzban E P Spring 2024 Total: 95
PSTAT 100 Baracaldo Lan Fall 2023 Total: 104
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14
3.0
PSTAT100 . 3 Months Ago

Prof. Abuzaid is incredibly approachable and helpful! Although I've never been one to attend office hours regularly, I visited his office twice, and both times he was very kind and took the time to thoroughly explain everything. I would definitely take his class again.

0 helpful 0 unhelpful
PSTAT100 . 3 Months Ago

Professor Abuzaid is one of the most patient and caring professors I've had. He was always very helpful during office hours and responded to my emails promptly. He also provided valuable guidance to our final project team, helping us clean up the data efficiently.

0 helpful 0 unhelpful
PSTAT100 . 3 Months Ago

Had both 100 and 126. Bro never updated grades. When asked for practice midterm, his response "No, that won't be necessary" had me gagged. TAs were confused and overworked. He REFUSED to post lecture materials ahead for us to follow, so his lectures were impossible. Didn't align with textbook material, so you can't even prep ahead. Bad teacher.

0 helpful 0 unhelpful
PSTAT100 . 3 Months Ago

Terrible professor. Didn't know my grade the whole quarter so I had no idea how I was doing. Didn't respond to my emails. I feel like I would enjoy this course if it were taught by an actual good prof.

0 helpful 0 unhelpful
PSTAT100 . 3 Months Ago

His exams are challenging, and his teaching style is different from what I'm used to. However, he strikes a good balance between theory and application, with a fair emphasis on coding. He is always positive and willing to accommodate any student requests for missed assessments. However, attending classes is important to stay on top of the material.

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PSTAT100 . 3 Months Ago

For PSTAT 126: Ali seems approachable and open-minded, but that did not extend to his teaching. Concepts were rushed over during lecture and sections did not fare better. The theoretical exams were particularly challenging, although section quizzes and an end-of-quarter group project balanced things out. Though it can be hard to get a hold of him.

0 helpful 0 unhelpful
See all 14 reviews
PSTAT 99
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Independent Studies in Statistics
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PSTAT 115
90 / 90 Full
Introduction to Bayesian Data Analysis
Brian Wainwright 3.1
M W
12:30 PM - 13:45 PM
45.6% A
PSTAT 120A
99 / 100 Enrolled
Probability and Statistics
V. PALANIAPPAN 3.0
M W
09:30 AM - 10:45 AM
30.9% A
PSTAT 120B
150 / 150 Full
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Katie Coburn 3.4
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17:00 PM - 18:15 PM
40.0% A
PSTAT 120B
39 / 100 Enrolled
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Ali Abuzaid 3.0
T R
09:30 AM - 10:45 AM
40.0% A
PSTAT 120B
125 / 125 Full
Probability and Statistics
Brian Wainwright 3.1
M W
09:30 AM - 10:45 AM
40.0% A