The Gradient: Perspectives on AI cover image

Shreya Shankar: Machine Learning in the Real World

The Gradient: Perspectives on AI

00:00

Quantitative Statistics for Data Cleaning

This chapter discusses the use of quantitative statistics for data cleaning purposes in the database community. It covers how monitoring frequent values and considering feature correlation can help detect changes in distribution. The chapter also briefly mentions the importance of actionable metrics in assessing product performance.

Transcript
Play full episode

The AI-powered Podcast Player

Save insights by tapping your headphones, chat with episodes, discover the best highlights - and more!
App store bannerPlay store banner
Get the app