Explore best practices for DP-100: Designing and implementing a data science solution on Azure learning path 1

  • 6 minutes

DP-100: Learning path 1 Design a machine learning solution

Learning path 1 Overview

As you begin to teach this learning path, get familiar with what the students learn during the learning path. In this learning path student learn about designing a machine learning solution including an overview of the entire machine learning process, general concepts, how to design the various aspects of machine learning projects. Students will also learn about designing a data ingestion strategy, a machine learning model training solution, and designing a modern deployment solution.

This learning path consists of five focus areas:

  • Identify your data source and format
  • Design a data ingestion solution
  • Identify machine learning tasks
  • Choose a service to train a model
  • Choose between compute options
  • Decide whether to deploy your model to a real-time or batch endpoint

Learning Path 1 Tips and Tricks

  • Be concise for each area. They'll be discussed more in later learning paths
  • Leverage the mentioned links
  • Use the interactive case study-based activity
  • Keep the discussion high level

Learning Path 1 Demos (optional)

  • Open and show a customer success story on Azure Machine Learning
  • Open the Azure portal and point to data storage options

Learning Path 1 Labs