AI-300 is the cert that replaces DP-100 and moves the bar from building models to operationalizing them — the discipline every serious AI team is now hiring for. It validates that you can stand up secure, scalable MLOps and GenAIOps infrastructure on Azure: automating provisioning with Bicep, Azure CLI, and GitHub Actions; orchestrating training, registration, and versioning in Azure Machine Learning; and deploying, evaluating, and monitoring generative AI systems in Microsoft Foundry. This is where IaC, CI/CD, drift detection, observability, RAG optimization, and cost control all come together. Partners pursuing the Solutions Partner for Data & AI designation need engineers who can take AI from a notebook to dependable production — and those engineers are scarce and valuable. With the $8,000/year partner incentive tied to this designation, an AI-300 holder is the operational backbone that keeps your AI investments running, safe, and profitable.
320 questions organized across 10 focused study days. Each day targets a specific exam domain with detailed explanations.
AI-300 covers 7 functional areas. Study time is weighted by topic importance to help you focus where it matters most.