What mathematics is important for Artificial Intelligence and Machine Learning?

Question

Can anyone tell me which mathematics concepts are important for Artificial Intelligence and Machine Learning?

Answer 1

The concepts of mathematics important for Artificial Intelligence and Machine Learning is:

• Linear Algebra concepts like vectors, matrices, eigen vectors, principal component analysis, and singular value decomposition
• Calculus concepts like scalar derivative, Gradient concept, vector calculus
• Probability topics like random variables, Bayes theorem, probability distributions
• Other mathematical concepts like Information theory, Markov chain

If you are looking for an online course, I would recommend these Machine Learning Course and Artificial Intelligence Course by Intellipaat.

Also, watch this video on ML and AI: