MLOps Podcast · July 2024

Why All Data Scientists Should Learn Software Engineering Principles

As data science projects grow and increasingly include deploying ML models, software engineering fundamentals — modularity, readability, reproducibility — matter more than ever. How to apply SWE principles even in the exploratory, open-ended nature of DS work.