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Welcome to my Mental Palace

Welcome ! I store here the most valuable knowledge I've acquired and I'm glad you're interested in it. While I aim to present this information very pedagogically, my primary goal is in fact selfish: to remember and organize my learnings from life's grand school... think of this palace more as notes.

My pursuit of knowledge focuses on five core disciplines:

  • Mathematics: Enhancing logic
  • Physics: Understanding nature's workings
  • Economics & Finance: Grasping societal connections in our DAMN capitalist world
  • Computer Science: Mastering humanity's current main tool
  • Machine Learning: Preparing for tomorrow's revolution

This is a lifelong project, built on my degrees in physics and mathematics. My goal? To reach the equivalent of:

  • a PhD in machine learning
  • a master’s in physics and finance
  • a bachelor’s in economics and computer science

Yeah… I'll not achieve this 😭.

But the beauty is in the journey: consistency, patience and seeing the connections between fields. Stay strong, don't cry, breathe deep 😮‍💨, and keep going.

I also like sociology, philosophy, and psychology. So maybe you will see some notes about these fields.

References

Machine Learning

  • Modélisation statistique and Introduction à l’apprentissage non supervisé et supervisé, Christine Kéribin's Handouts [FR]
  • An Introduction to Statistical Learning: with Applications in Python, James, Gareth, Witten, Daniela, Hastie, Trevor, Tibshirani
  • The Elements of Statistical Learning, Rob Tibshirani and Jonathan Taylor
  • Forecasting: Principles and Practice, Hyndman, R.J., & Athanasopoulos, G.
  • Bandit Algorithms, Tor Lattimore, Csaba Szepesvári
  • Reinforcement Learning: An Introduction, Richard S. Sutton and Andrew G. Barto
  • Deep Learning, Ian Goodfellow and Yoshua Bengio and Aaron Courville

Physics

coming soon

Economics

  • Introduction à l'économie, Vincent Drobinski [FR]

Finance

  • Options, Futures And Other Derivatives, John Hull
  • Finance d'entreprise, Pierre Vernimmen, Yann Le Fur, Pascal Quiry [FR]

Computer Science

coming (not) soon