Material prepared for Purdue's Women in HPC (WHPC) "Data 101 for Machine Learning" workshop. This workshop is a beginner-level discussion about data, focusing on how data fits into machine learning and data science workflows.
Topics:
- Types of data
- Data collection
- Basic data processing with Pandas
- Considerations for exploratory data analyses
Basic Pandas code, data, and a PDF of the presentation can be found in this repository.