The Ultimate Guide to Machine Learning Testing

Testing and MLOps is key to have a production machine learning project

A few years ago my team was told that we needed to test a Microsoft product. I won’t mention the product, which is now a great product, but its beginnings were not great.

Our job was called “dogfooding”. We needed to try the latest product release and give feedback to the engineering team. That’s a bad position to be in, but somebody needs to do it. It w…