Practical Performance Optimisation for Pandas
אייל טרבלסי (~eyaltrabelsi) |
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.
- Basic python understanding
- Basic pandas understanding
Senior Data Engineer with a big passion for sharing knowledge