AI-300T00 - Operationalize Machine Learning and Generative AI Solutions Lab

This lab includes MS Learn content which is fully integrated in the account portal and lab environment. 

This lab provides a comprehensive foundation for designing and implementing production-grade machine learning and generative AI solutions using the Azure ecosystem. Students will master the end-to-end lifecycle of AI applications, from provisioning infrastructure with Bicep to orchestrating complex MLOps and GenAIOps workflows. Key skills developed include automated model training, hyperparameter tuning, and the optimization of generative agents through advanced prompt engineering and cloud-based evaluation. By integrating GitHub Actions and Azure Monitor, participants will learn to automate deployments and maintain model performance through continuous monitoring and distributed tracing.

This lab includes a Cloud Express Pass (CEP), which provides access to the cloud resources required to complete your hands-on lab exercises. Your CEP is included with your lab purchase and can be found under the Info tab after launching your lab.

Labs are available in English.