Overview
Demonstrate skills setting up infrastructure for machine learning operations (MLOps) and generative AI operations (GenAIOps) solutions on Azure, together referred to as AI operations (AIOps).
You should have subject matter expertise in setting up infrastructure for machine learning operations (MLOps) and generative AI operations (GenAIOps) solutions on Azure, together referred to as AI operations (AIOps). You need experience training, optimising, deploying, and maintaining traditional machine learning models by using Azure Machine Learning, in addition to experience deploying, evaluating, monitoring, and optimising generative AI applications and agents by using Microsoft Foundry.
You should have a data science background with experience in Python programming and an entry-level understanding of DevOps practices, including using tools like GitHub Actions and working with command-line interfaces (CLIs).
Recommended approach:
Step 1: Review the skills and knowledge required to certify.
Step 2: Train for certification exams.
Course: Microsoft AI-300T00 - Operationalise Machine Learning and Generative AI Solutions
Step 3: Schedule the AI-300 exam and get certified.
