How to Speedup Data Processing with Numpy Vectorization

Data Preparation

How to Speed up Data Processing with Numpy Vectorization

Up to 8000 times faster than standard functions

When dealing with smaller datasets it is easy to assume that normal Python methods are quick enough to process data. However, with the increase in the volume of data produced, and generally available for analysis, it is becoming more important than ever to optimise code to be as fast as possible.

We will therefore look …

data data processing data science numpy pandas processing python vectorization