UTA MLOps Azure Training

Our MLOps Azure course is designed for experienced professionals who are already familiar with machine learning concepts and want to learn how to deploy, monitor, and scale machine learning models in production.

In-depth Coverage: MLOps Azure Training Course:

1. Recap of Machine learning and its Frameworks on Microsoft: Revisit the fundamentals of machine learning and its frameworks, refreshing your understanding of the concepts and tools that drive modern AI solutions.
2. Introduction to MLOps on Azure and managing machine learning lifecycles: Discover the world of MLOps, the practice that streamlines machine learning lifecycles, and learn how to manage the development, deployment, and maintenance of AI applications.
3. Managing Data Science Artifacts and features with DVC and Feast: Explore Data Version Control (DVC) and Feast, the tools that facilitate efficient management of data science artifacts and features, ensuring seamless collaboration and reproducibility.
4. Building and deploying machine learning pipelines with Kubeflow: Discover Kubeflow, the platform that simplifies the creation and deployment of machine learning pipelines, boosting your ability to manage complex AI workflows.
5. Job orchestration with Airflow: Gain insights into the power of Apache Airflow for orchestrating and scheduling machine learning jobs, optimizing the execution of your AI workloads.
6. Deploying ML Azure artifacts to production: Learn the best practices and techniques for deploying machine learning artifacts to production, ensuring the seamless integration of AI solutions into your applications and systems.
7. Future topics shaped by your team's needs: The journey doesn't stop here! Depending on your team's requirements, we're ready to introduce future topics or additional technology training, providing an adaptable learning experience you won't find elsewhere.

Flexible Program Duration ( 1 day or longer), online or onsite. 4.500€ Euros+ VAT per training day remote, training classes typically between 7-9 people. Travel expenses for onsite training in addition.

https://www.ultratendency.com/en/academy/course/mlops/