๐ Resources
Table of contents
Past Exams
Past exams with detailed solutions can be found at practice.dsc80.com.
Videos
Readings
- notes.dsc80.com, our course notes.
- Wes McKinney. โPython for Data Analysisโ.
- DSC 10 Course Notes โ great refresher on
babypandas
. - Principles and Techniques of Data Science, the textbook for Berkeleyโs Data 100 course.
- Computational and Inferential Thinking, the textbook for Berkeleyโs 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 โcheat sheetโ (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.