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What area of math do i need for AI and ML? and some recommendations for YouTube math's playlist I've just started to learn to code in python and i want to go to the path of AI/ML

Kenezzu Len
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Here is a list of pre-requisites (not-exhaustive, but a good representation)-

  • Calculus I and II (For a foundational understanding of the underlying math)
  • Linear Algebra (For more intuitive understanding)
  • Statistics and Probability (to understand how data works for you ;))

Of course, this goes without saying, you will need a good understanding of a programming language (python in your case) before starting to use the following libraries.

Here are some python based libraries that are way too valuable to us-

(Basic)

  • Numpy
  • Pandas
  • Matplotlib

(Advanced)

  • SciPy
  • Scikit-learn
  • Tensorflow
  • Keras
  • Pytorch

Please note that the libraries are divided into basic and advanced. You can start with the pre-requisites and basic libraries and then slowly move on to the more advanced ones.

Chinmay
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