From Python to Numpy

Description

In this course you will learn

• The most widely used tools in the industry for serious data analytics, and NumPy is probably the most widely used data analytics library.
• The actual implementation of concepts in both pure Python and then NumPy, exploring how NumPy vectorization compares to traditional Python that uses a procedural and object-oriented approach.

• Anatomy of an Array

• Code Vectorization

• Problem Vectorization

• Custom Vectorization

• Beyond NumPy