2 free resources on this topic. Everything here is free and hand-picked. You can also search within this topic.
Udacity discusses barriers to moving AI projects into production and the engineering skills involved in deployment, evaluation and maintaining working systems. Published October 22, 2026.
A free four-month, hands-on machine learning engineering course covering Python, regression and classification, XGBoost, deep learning with TensorFlow, Docker, Kubernetes and cloud deployment, with homework, projects and a Slack community. The 2026 cohort started September 14, 2026, and you can still start now.
Why I recommend it: One of the strongest free routes into machine learning work, because you finish with deployed projects, not just notes.
