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Advanced NumPy

Prerequisites {.prereq}

This lesson covers advanced features of NumPy. If you know how to create a NumPy array and can explain how it differs from a Python list, you are ready to go.

If you know how to use array broadcasting and indexing to accelerate your code, the lecture will be probably too basic.

Getting ready {.getready}

Make sure that you have a working installation of NumPy.

Topics

  1. Introduction
  2. Operations on NumPy arrays
  3. Indexing
  4. Broadcasting
  5. Array container
  6. Case study: K-means

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