Towards Data Science cover image

Joel Grus - The case against the jupyter notebook

Towards Data Science

00:00

Machine Learning Scripts - How to Write Good Unit Tests for Machine Learning Problems

If you're doing a machine learning problem, the simplest thing to do is to take your data set and shrink it down immensely. And so i can write a test that says, read in the three line file and assert that the data that you got, in terms of tens es are what i expect it to be. So these are all things that are not complicated to write the test for. But if you run those tests against your, again, three instant data set, that gives you a lot of confidence that the pieces that are going into my machine learning work flow are doing the right thing right.

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