Welcome to my home page!

I’m Sebastian Raschka: a machine learning aficionado,data analyst, book author, python programmer, open source contributor, computational biologist, and occasional blogger.


What's New

  • Upon multiple request, I uploaded the equation reference of my book from my drafts based on my chapter drafts; I hope it's useful!
  • Yes, I am/was writing on a new blog post, "Model evaluation, model selection, and algorithm selection in machine learning." Given the importance and complexity of this topic, I turned out to be quite lengthy! Good news is that I am "condensing" it right now; Part I and Part II are already out!
  • Time is running so fast! We had such a great time at SciPy 2016 in Austin! And in case you missed it, Andreas Mueller and I gave an Introduction to Machine Learning with Scikit-learn; if you are interested, the video recordings of Part I and Part II are now online!

What's Next

  • PyData Chicago 2016 is coming up soon, and I am excited to meeting you all there! In case you are planning to attend, I am giving a 90-min-short tutorial/talk, "Learning scikit-learn -- An Introduction to Machine Learning in Python," and the tutorial material will be live soon at https://github.com/rasbt/pydata-chicago2016-ml-tutorial.
  • ... in the meantime, I am trying to wrap up parts 3 & 4 of "Model evaluation, model selection, and algorithm selection in machine learning."