Wednesday 10:40 a.m.–12:10 p.m.

Performance Pandas

Jeff Reback

Audience level:
Intermediate

Description

Discuss and illustrate a few tips and tricks to get the most out of pandas. Will focus on idioms, computational efficiency, and memory optimization.

Abstract

Discuss and illustrate some useful tips and techniques in pandas. We will be addressing questions such as these:

Do's and Dont's in Pandas. How to optimize performance. How to reduce memory usage in memory and permanent storage. Groupby Idioms MultiIndex Slicing

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