Training schedule

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Contact Giovanni Lanzani, if you want to know more about custom data & AI training for your teams. He’ll be happy to help you!
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Apply MLOps principles in the public cloud

During this training, you will learn how to apply MLOps principles such as continuous training,
continuous deployment and end-to-end monitoring to build end-to-end solutions in one of the
public clouds (AWS, Azure or GCP).

This training is for you if…

  • Already have a solid understanding of ML, and want to take your models outside of the development phase.
  • Already have basic SWE skills (Basic understanding of Docker, Python, Git).
  • Want to incorporate best practices from Software Engineering.
  • Want to learn more about the Cloud.

This training is not for you if…

  • Want to learn more about developing ML models itself (this knowledge is already assumed).
  • Do not have basic programming experience. In that case, an introductory course is advised.
  • Are mainly interested in doing (exploratory) research. This course is much oriented towards ML engineering.

Clients we've helped

What you'll learn


  • Have a solid understanding of all the necessary components in an ML system. Including best practices, common design challenges, etc.
  • Create a Machine Learning Pipeline In AzureML.
  • Deploy your model on Azure as scalable API on Azure Container Instances
  • Integrate and deploy all code through a CI/CD pipeline in Azure DevOps

The schedule

Day one
  • Key MLOps principles
  • Creating a solution design
  • Building an ML pipeline
  • Deploying an ML pipeline with CI/CD
Day two
  • Scheduling an ML pipeline for automated training
  • Tracking trained models and their metrics
  • Deploying models as REST APIs

learning journey

Machine Learning Engineering Learning Journey

meet your trainer

Julian de Ruiter

Machine learning engineer
Flexible delivery

The Right Format For Your Preferred Learning Style

In-Classroom & In-Company Training
Online, Instructor-Led Training
Hybrid and Blended Learning
Self-Paced Training
Get in touch with the experts

Have any questions?

Contact Giovanni Lanzani, our Managing Director of Learning and Development, if you want to know more. He’ll be happy to help you!

Call me back

You can reach him out by phone as well at +31 6 51 20 6163

Course: MLOps Training

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