Mickey Beurskens

Projects And Resources

This page provides an overview of my open-source projects, talks and resources that I generally regard as useful.

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🛠ī¸ Open Source

đŸĒļ Professional Info

⚖ī¸ Public Speaking

⚡ Resources

Resources that I have found to be useful.

Learning

  • FastAI - Practical Deep Learning: A great course on the basics of artificial intelligence engineering for programmers.
  • OpenAI Spinning Up: Comprehensive resource on reinforcement learning.
  • Neural Networks And Deep Learning: A bit of personal nostalgia, basics on how neural networks work and how to build them.
  • Neural Networks: Zero to Hero: Video series by Andrej Karpathy focussing on foundational, and at the same time practical, understanding of machine learning and large language models.
  • Keybr: Awesome typing practice. Really worth while to practice typing if that is what you do all day.
  • Kahn Academy: Go here if you have holes in your math knowledge that you would like to fill.
  • 3Blue1Brown: Go here if you have holes in your math knowledge that you would like to fill and you like super cool animations.

Blogs

Challenges & Competitions

  • Over The Wire - Bandit: Capture The Flag game that you can use to teach yourself a bunch of linux command line skills.
  • Kaggle: Data science playground. Perfect place to learn data analysis techniques from the best of the best.

Books