Practice and Application of Data Science
DSC 80, Summer 2025 at UC San Diego
Bivin Sadler
he/him
bisadler@ucsd.edu
Lecture(s): MW 11:00AM–1:50PM in WLH 2115.
Discussion: M 4:00PM–5:50PM in WLH 2205.
Lecture Recordings Welcome Survey Extension Request Form Exam Accommodations Form Office Hours
- Mon Aug 4
LEC 1
Introduction, Data Science Lifecycle
- Mon Aug 4
LEC 2
Ch. 6, 6.1
- Wed Aug 6
LEC 3
Ch. 6.2
- Wed Aug 6
LEC 4
Simpson's Paradox, Joining, Transforming
Ch. 6.3-6.5
- Fri Aug 8
LAB 1
- Mon Aug 11
LEC 5
Exploring and Cleaning Data
Ch. 9 and 10
- Mon Aug 11
LEC 6
Hypothesis and Permutation Testing
Ch. 17
- Wed Aug 13
LAB 2
More Pandas - Extended Deadline
- TBD
Discussion 2
- Wed Aug 13
LEC 7
A1, A2
- Wed Aug 13
LEC 8
DSP 6.3-6.5
- Thu Aug 14
LAB 3
- Sat Aug 16
PROJ 1
- Mon Aug 18
LEC 8
Imputation Cont ... In class and Online
- Mon Aug 18
LEC 9
HTTP Basics ... In class and Online
Ch. 14.2-14.4
- Tue Aug 19
LAB 4
Ch. 17
- Tue Aug 19
LAB 5
- Mon Aug 25
LEC 11
Ch. 13
- Mon Aug 25
LEC 12
Ch. 13.4
- Tue Aug 26
LAB 7
Regular Expressions and Text Data