1. Data Preparation Workshop

Data Preparation Workshop

  • Foundation
  • 1 hour
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. Code, presentation, and data are from Sarah Rodenbeck's Github repository.
  1. Intro to Data and Data Processing
    PDF • 6.82 MB
  2. Data 101 for Machine Learning
    Jupyter Notebook
  3. Data 101 for Machine Learning Workshop Information
    Reading • 15 seconds