During my Data Scientist Bootcamp, we explored a wide range of topics essential to mastering this powerful data manipulation tool.
- Gain proficiency in various aspects of pandas, including:
- data import
- filtering
- aggregation
- string filtering including regexps
- range and set filtering
- grouping
- joins/merges
- plotting
- functions
- error handling and debugging techniques
- advanced transformations
- plotting
- functions including a graph of statistics of coin-tossing
- cleaning and analyzing a database of metal bands
- debugging
/docs: This directory contains the notebooks with all the codes.