AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
2min chapter
How to effectively test and debug machine learning models, from ML engineer@Apple to startup founder - Gabriel Bayomi - the data scientist show #055
The Data Scientist Show
How Do I Change a Data to Challenge My Model?
There are several ways to test your model. One could be even a manual process. You might use one of these libraries like dice or text attack and be able to figure that this changes. Or you might use OpenLayer, which in my opinion is great. And just go there and use it. Yeah. So how do I create those adversarial tests? Like, how do I change some data to challenge my model? I mean, there's several ways. But most of them related the combination of model and data. They waited a model in your data related and how to test it out. That's a thing that we actually implemented more recently. It wasn't there last time we checked
00:00
Transcript
Episode notes
Get the Snipd
podcast app
Unlock the knowledge in podcasts with the podcast player of the future.
AI-powered
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode
Save any
moment
Hear something you like? Tap your headphones to save it with AI-generated key takeaways
Share
& Export
Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more
AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode