π Resources
Table of contents
Supplemental Resources
Course-Specific Resources
These resources will directly complement the content from lectures and assignments in this course. Use them often!
Diagrams
All of the interactive diagrams from lecture, like the one below, are available on this Diagrams page. Check it out!
Tutor-Created Resources
Weβve compiled a collection of Tutor-Created Resources that you might find useful for additional explanations and examples. The resources include videos, slideshows, reference sheets, and more. Feel free to have a look around!
Python Extra Practice
If youβre looking for additional Python practice, these resources are generally helpful for Python learners, but are not specific to our course. Use them for futher explanations and practice exercises.
- PandasTutor, a DataFrame visualization tool
- PythonTutor, a Python visualization tool
- Software Carpentry
- Code Academy
- Coding Bat
- Introduction to Computational Thinking with Data
Probability Extra Practice
These are some additional resources to complement our lecture and assignments on probability. Use them for extra problem-solving practice.
Permutation Testing Visualization
This article and visualization intuitively decribes permutation testing. Itβs very helpful for thinking about how permutation testing works and why it is useful.
Instructional Videos
These are some videos we made to address common questions of DSC 10 students. Definitely watch them!
Lecture-Specific Videos
These are some videos we made to supplement a previous iteration of the course. They cover information that weβll also cover this quarter.
- Lottery Problem Walkthrough
- Introduction to DataFrames
- Grouping
- Bar Charts and
.str.contains
- Line Plots and Sorting
Practice Exams
Past exams and detailed solutions can be found at practice.dsc10.com. Use this site to help you prepare for quizzes and exams.
UC San Diego Links
- Data Science Undergraduate Program
- DSC 10 Waitlist and Enrollment
- Data Science Advising
- Library Guide to Data and Statistics
- Academic Integrity Homepage
- Counseling and Psychological Services (CAPS)