Data Analysis and Visualization

Objectives

  • Become familiar with popular Python libraries for data analysis, transformation, and visualization

Python libraries for Data Analysis

  • Describe the most important NumPy, Pandas and Matplotlib primitives and API modules

  • A diagram or two with the Python ecosystem libraries would be nice to have here

  • Cover the most important API bits only and be brief - use references liberally

  • Basics of Matplotlib and Seaborn (check if seaborn is supported in RHODS)

  • This lecture covers enough material for the next 3 GEs - use this as a guide when writing the lecture