Practical Performance Optimisation for Pandas

אייל טרבלסי (~eyaltrabelsi)


4

Votes

Description:

This talk will review some of the most common pitfalls that can cause otherwise perfectly good Pandas code to grind to be too slow for any time-sensitive applications, and walk through a set of tips and tricks to avoid them. Writing performant pandas code is not an easy task.

In this talk I will explain how to find the bottlenecks and how to write proper code with computational efficiency, and memory optimization in mind.

Prerequisites:

  • Basic python understanding
  • Basic pandas understanding

Video URL:

https://drive.google.com/file/d/1Ys8HccRRRnwEnW5aDH5eGIEZUREd_Cs5/view?usp=sharing

Speaker Info:

Senior Data Engineer with a big passion for sharing knowledge

Speaker Links:

linkedin medium

Section: Data Science, Machine Learning and AI
Type: Talks
Target Audience: Intermediate
Last Updated: