Computer Science Department Master Calendar

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Machine Learning on Azure

Event Type
The Department of Computer Science
wifi event
Apr 14, 2021   9:30 am  
Originating Calendar
Computer Science Department Events Calendar

Course Overview

In this workshop, you will learn the most important concepts of the machine learning
workflow that data scientists follow to build an end-to-end data science solution on
Azure. You will learn how to find, import, and prepare data, select a machine
learning algorithm, train, and test the model, and deploy a complete model to an API.
You will get tips, best practices, and resources you and your team need to continue
your machine learning journey, build your first model, and more.


In this course, we will cover the following topics:

  • Basics of machine learning
  • How to select the right machine learning algorithm for your data science scenario
  • How Azure Machine Learning tools can accelerate your machine learning journey
  • How to use Automated Machine Learning to optimize your machine learning deployment flow


And you will complete the following hands-on exercises:

  • Build a machine learning model with Azure Machine Learning designer
  • Deploy and consume a machine learning model with Azure Machine Learning designer
  • Deploy your machine learning model on Azure


Course Materials


Francesca Lazzeri, PhD


Please submit them in advance of scheduled office hours at: 





Additional Resources

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