Knowledges vault

Here is a small post that presents some books, pdf’s and articles that have helped me in my quest for knowledge.

Ressource for Mathematics

• Analysis:

  • [VIDEO] Very kind topic in Analysis 🇫🇷

• Probability :

  • Measure theory and Probability 🇫🇷

• Topology :

  • General Topology 🇫🇷

• Group Theory :

  • Group and Ring theory 🇫🇷

• Calculus :

  • Calculus and Integral 🇫🇷
  • [AWESOME VIDEOS] Calculus from Paris Hilton to Terry Tao 🇬🇧

• Differential equations :

  • [NIIICE VIDEOS] Differential equations + bonus Algebra (MIT course) 🇬🇧
  • Numerical method for ODE and PDE 🇫🇷

• Statistics :

  • Introduction to Stastics 🇫🇷
  • Linear Model 🇫🇷

• Optimization :

  • Bible of Convex Optimization 🇬🇧
  • [50 HOURS VIDEO] of Convex Optimization 🇬🇧

• Applied Probability:

  • Random Simulation 🇫🇷

• Image processing :

  • Introduction to Image 🇫🇷

Ressource for Machine learning

• Mathematics for Machine Learning 🇬🇧
• Machine learning with Python 🇬🇧
• Deep learning 🇬🇧
• Deep learning with pytorch 🇬🇧

Youtube around Maths and IA

• Science for all 🇫🇷 🇬🇧
• El Jj 🇫🇷
• Numberphile 🇬🇧