Introduction to data science methods and Python programming language for students with little to no experience in the subjects. Topics include foundational programming concepts, problem-solving strategies and code design, and data science concepts as table operations, exploratory data analysis, basic probability.

No Prerequisites

4

Units

Letter

Grading

1, 2, 3

Passtime

None

Level Limit

Engineering

College
GEs Area C Quant Relationships
Unlocks CMPSC 5B MATH 104A
KHARITONOVA Y
Yekaterina Kate Kharitonova
2.5
190 reviews
AI predicted, based on past grading trends of the course and instructor, class info, and 127 other factors
PHELP1425
F
12:00 PM - 12:50 PM
0 / 50
ELLSN2626
F
13:00 PM - 13:50 PM
1 / 50
ELLSN2626
F
14:00 PM - 14:50 PM
0 / 50
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Winter 2026 . Kharitonova Y
LSB 1001
T R
15:30 PM - 16:45 PM
Spring 2026 . Kharitonova Y
LSB 1001
T R
15:30 PM - 16:45 PM
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CMPSC 5A Conrad P T Fall 2025 Total: 125
CMPSC 5A Conrad P T Spring 2025 Total: 122
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192
2.5
CMPSC5A . Kharitonova Y 5 Months Ago

Kharitonova is undoubtedly a skilled data scientist, but she lacks the organizational and communication skills needed to be an effective professor. Her syllabus contradicted itself and the things she said in class, her answers in lecture were often bungled, unsure, or not conducive to the student questions, and her grading criteria were vague.

0 helpful 0 unhelpful
CMPSC5A . Kharitonova Y 7 Months Ago

Its like Dr. Jekyll and Mr. Hyde but if both of them were evil. She started 4 projects and forgot about 3 of them, making 1 a completion grade (after I spent 8 hours on it). I'm only giving her a 2 because its her first year teaching this class but avoid it if you can get any other prof. She also has an army of TAs called 'the team'. BEWARE

0 helpful 0 unhelpful
CMPSC5A . Kharitonova Y 7 Months Ago

The main problem with Prof Kate is that it's clear she's more used to teaching coding than data science. Most of the quizzes, labs, and assignments treat data as a means to the end of learning code. Then, when many people do poorly on the midterm project, she acts surprised. Unclear grading, somewhat disorganized and unresponsive. Otherwise okay.

0 helpful 0 unhelpful
CMPSC8 . Kharitonova Y 6 Months Ago

I took this class in the fall, but I remember her being so sweet and respectable. She would always ask us if we were doing okay, and if she needed to, she would slow down. Super easy intro compsci course.

0 helpful 0 unhelpful
CS148 . Kharitonova Y 7 Months Ago

Easy class, just a group project come up with an idea in the beginning of class and spend the entire quarter completing with your team. No exams or quizzes

0 helpful 0 unhelpful
CMPSC8 . Kharitonova Y 8 Months Ago

Attendance in both the class and section accounts for an important part of your grade. Most projects are in pairs, so be careful who you work with. Sections were heavy toward the end of the class. Lectures are put me to sleep.

0 helpful 0 unhelpful
See all 192 reviews
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