DP-100T01-AC Designing and Implementing a Data Science Solution on Azure

Gain the necessary knowledge about how to use Azure services to develop, train, and deploy machine learning solutions. The course starts with an overview of Azure services that support data science. From there, it focuses on using Azure's premier data science service, Azure Machine Learning service, to automate the data science pipeline.

Who should attend?

This course is designed for data scientists with existing knowledge of Python and machine learning frameworks like Scikit-Learn, PyTorch, and Tensor flow, who want to build and operate machine learning solutions in the cloud.

Course Outcomes

After completing this course you should be able to: 

• Learn how to operate machine learning solutions at cloud scale using Azure Machine Learning 

• Leverage your existing knowledge of Python and machine learning to manage data ingestion and preparation, model training and deployment, and machine learning solution monitoring in Microsoft Azure 

• Perform data science on Azure 

• Automate Machine Learning with Azure Machine Learning service 

• Manage and Monitor Machine Learning Models 

• Register and deploy ML models with AML service