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Further reading

Linear algebra

  • Essence of linear algebra - 3Blue1Brown
  • Linear algebra done right - Sheldon Axler

Multivariate Calculus

  • Essence of calculus - 3Blue1Brown

Statistics

  • Probabilistic graphical models - Daphne Koller and Nir Friedman