Machine Learning (Microsoft Azure)

In this workshop, participants will build a machine learning pipeline using various Microsoft Azure tools and services. The workshop will take participants through how to plan data loads and imports, followed by data preparation, such as cleaning and manipulating the data for testing, training various Machine Learning models and deploying them into a production environment.

Learning Outcomes:

• Participants will be taught basic machine learning processes and how different components and tasks of Azure Machine Learning map to each step of the process.
• Understand how to import and manipulate data with Azure Machine Learning Studio.
• How to evaluate model performance in Azure Machine Learning Studio.
• How to leverage external scripts written in R or Python with Azure Machine Learning Studio.
• How to operationalize an Azure Machine Learning Studio model for consumption by an application.
• Introduction to Azure Machine Learning Services