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Speeding up Python Code 500x

Jun

28

Speeding up Python Code 500x

by DataTalks.Club

Actions and Detail Panel

Sales Ended

Date and time

Tue, June 28, 2022

5:00 PM – 6:00 PM CEST

Location

Online event

Optimizing a Python library for performance and scale - Jamie Broomall

About this event

Outline:

  • Why focus on performance? numbers, comparison
  • How did we speed things up? selective computation
  • Splitting data into min-batches by type
  • Processing batches of data in datasketches
  • Putting it all together: executing in pyspark on a Databricks cluster

About the speaker:

Jamie Broomall, Senior Software Development Engineer at Whylabs, Technical lead for whylogs

Github whylogs: https://github.com/whylabs/whylogs

Python examples of whylogs: https://github.com/whylabs/whylogs/tree/mainline/python/examples

Whylabs: https://whylabs.ai/

DataTalks.Club is the place to talk about data. Join our slack community!

Tags

  • Online Events
  • Online Seminars
  • Online Science & Tech Seminars
  • #machine_learning
  • #data_science
  • #deep_learning
  • #software_engineering
Event ended

Speeding up Python Code 500x


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