Week2 - Error Analysis - How to visualize error metrics

Course Q&A Machine Learning Engineering for Production(MLOps) Introduction to Machine Learning in Production
1

Hello everyone!

           I was just curious how others have visualized the helpful error metrics suggested by Professor Ng (for example what fraction of errors have that tag, what fraction of all the data has that tag?). Thank you for your time!
2

Hi Nicolenlama,

Tensorboard has a good visualization of several model metrics. You can find a walkthrough with examples here: https://pair-code.github.io/what-if-tool/learn/tutorials/walkthrough/

Hope it helps,
Nils