I’m happy to announce that I’ll create and teach the course Python LevelUP: Data Science by Appsilon in collaboration with DaftAcademy, part of DaftCode.

This will be a five-week course on the basics of Data Science in python. The course materials will be available on GitHub for free. Apart from teaching the classic stuff, I’ll try to show some of the newest and coolest libraries out there. Even if you already know most of this stuff, I really recommend to take a closer look on the unknown packages.

Course plan:

  1. Introduction and working with numbers - numpy but also numba
  2. Working with dataftames - pandas but also polars
  3. Plotting - matplotlib but also plotly.express
  4. Introduction to machine learning - scikit-learn, xgboost, lightgbm
  5. Reporting - streamlit, quarto, fastapi

All the information can be found on the DaftAcademy webpage. Stay tuned for further information.