Mentoring
Microsoft Azure MLOps
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Microsoft AI-300 โ Operationalizing Machine Learning and Generative AI Solutions**
- Azure ML & MLOps โ Build and manage ML operations on Azure.
- ML Model Lifecycle โ Train, evaluate, register, deploy and monitor models.
- MLflow & AutoML โ Track experiments and automate model selection.
- ML Pipelines โ Build automated and repeatable ML workflows.
- GitHub Actions & CI/CD โ Automate ML training and deployment.
- Infrastructure as Code โ Use Bicep and Azure CLI to provision AI infrastructure.
- Microsoft Foundry & GenAIOps โ Deploy and operate generative AI applications and agents.
- AI Evaluation & Observability โ Measure quality, latency, cost, safety and performance.
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