Reproducible ML Environments with Docker

May 14, 2025 · 45 min read · The "Works on My Machine" Problem and How Docker Solves It Ever uttered or heard the dreaded phrase, "But it works on my machine!"? It's a classic scenario in software development, and machine learning projects are certainly not immune. You develop a...