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Which topics of mathematics are involved in artificial intelligence


Arjun v adiga 27th Jun, 2019
Answer (1)
Anuj_1525372683 Student Expert 27th Jun, 2019

Hi arjun

Most important topics in machine learning and artificial intelligence are:

  • Linear algebra
  • Calculus
  • Probability
  • Optimization

These are broken down further into subtopics:

  • Linear transformation
  • Vector spaces
  • Matrixes
  • Eigen values and eigen vectors
  • Inner product spaces
  • Subspaces
  • Solution of linear systems
  • Limits and infinitesimal
  • Integral calculus
  • Leibniz theorem
  • Probability distribution
  • Random walk
  • Sample space
  • Mutual exclusivity
  • Joint probability
  • Conditional probability
  • Inverse probability

And many include in these subtopics.

Here is a link which provide information regarding these topics in detail:

https://towardsdatascience.com/mathematics-for-ai-all-the-essential-math-topics-you-need-ed1d9c910baf

Hope this helps.

Good luck!

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