This is the video on numpy including detailed explanation of all commands probably required for machine learning these are some questions which might be answered in this video

  1. what is numpy
  2. how is numpy better than list
  3. numpy commands

NumPy is the fundamental package for scientific computing with Python. It contains among other things: a powerful N-dimensional array object sophisticated (broadcasting) functions tools for integrating C/C++ and Fortran code useful linear algebra, Fourier transform, and random number capabilities Besides its obvious scientific uses, NumPy can also be used as an efficient multi-dimensional container of generic data. Arbitrary data-types can be defined. This allows NumPy to seamlessly and speedily integrate with a wide variety of databases.

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Numpy Tutorial from Beginning to Advance
2.20 GEEK