Azure Data Scientist Associate: Machine Learning Orchestration & Deployment

Azure Machine Learning Studio provides DevOps support in the form of orchestrating machine learning pipelines. In this course you;ll learn to create publish and schedule machine learning pipelines.

First you;ll examine Azure Machine Learning pipelines and how they are used to build optimize and manage machine learning workflows. Next you;ll explore how to use the Azure Machine Learning SDK to create and run machine learning pipelines. You;ll learn how to use a pipeline to import transform and move data between steps as well as how to publish and track pipelines and use triggers to schedule a machine learning pipeline based on some event. Finally you;ll learn techniques for troubleshooting and debugging machine learning pipelines

This course is one in a collection that prepares learners for the Designing and Implementing a Data Science Solution on Azure (DP-100) exam.