Parallelization with MultiProcessing in Python

Run your data science tasks in parallel to speed up computation time

Image taken by Deepak Rautela from Unsplash

This article will provide an intuitive understanding of how multiprocessing works and the associated steps to use it for running your jobs in parallel. I will provide sample functions using both pandas and numpy to run computationally expensive tasks in parallel to reduce…