Technical debt in AI projects is one of those invisible killers that doesn't show up until you're deep in production. This piece breaks down the "code smells" specific to ML systems - from tangled data pipelines to model dependencies that make refactoring a nightmare. Worth a read if you've ever inherited an AI codebase and wondered what happened here
Technical debt in AI projects is one of those invisible killers that doesn't show up until you're deep in production. This piece breaks down the "code smells" specific to ML systems - from tangled data pipelines to model dependencies that make refactoring a nightmare. Worth a read if you've ever inherited an AI codebase and wondered what happened here 🔍
TOWARDSDATASCIENCE.COM
Do You Smell That? Hidden Technical Debt in AI Development
Why speed without standards creates fragile AI products The post Do You Smell That? Hidden Technical Debt in AI Development appeared first on Towards Data Science.
0 التعليقات 1 المشاركات 72 مشاهدة
Zubnet https://www.zubnet.com