📚 Resources

Table of contents

1. Past Exams
2. Videos
3. Readings
4. Regular Expressions
5. Other Resources

Past Exams

Past exams with detailed solutions can be found at practice.dsc80.com.

Videos

• Working on Assignments in DSC 80 (Winter 2023 edition)
• Working with the command-line in DSC 80

Readings

• notes.dsc80.com, our course notes.
• Wes McKinney. “Python for Data Analysis”.
• DSC 10 Course Notes – great refresher on babypandas.
• Principles and Techniques of Data Science, the textbook for Berkeley’s Data 100 course.
• Computational and Inferential Thinking, the textbook for Berkeley’s Data 8 course.

Regular Expressions

• regex101.com, a helpful site to have open while writing regular expressions.
• Python re library documentation and how-to.
• regex “cheat sheet” (taken from here).

Other Resources

• pandastutor.com, the equivalent of pythontutor.com for DataFrame manipulation.
• jwilber.me/permutationtest, a great visual explanation of permutation testing.