Corporate Courses

DP-100: Designing and Implementing a Data Science solution on Azure

Course Outline

Learn how to operate machine learning solutions at cloud scale using Azure Machine Learning. This course teaches you to 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.

Duration

3 Days

Location

Online

Prerequisites

DP-900

Course Content

  • Module 1: Getting Started with Azure Machine Learning
  • Module 2: No-Code Machine Learning
  • Module 3: Running Experiments and Training Models
  • Module 4: Working with Data
  • Module 5: Working with Compute
  • Module 6: Orchestrating Operations with Pipelines
  • Module 7: Deploying and Consuming Models
  • Module 8: Training Optimal Models
  • Module 9: Responsible Machine Learning
  • Module 10: Monitoring Models

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