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LinkedIn Learning

Leveraging Cloud-Based Machine Learning on Azure: Real-World Applications

via LinkedIn Learning

Overview

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Learn the basics of leveraging Microsoft Azure for AI-based applications, including key tools and the processes for using them correctly.

Syllabus

Introduction
  • Intro to AI on Azure
  • AI on Azure
  • What you should know
1. AI Basics
  • AI processing on Azure
  • Knowledge creation on Azure
  • AI applications on Azure
  • AI and cloud computing on Azure
  • AI and Microsoft
2. AI Use Cases
  • Healthcare
  • Finance
  • Law enforcement
  • Manufacturing
  • Education
3. Azure Machine Learning (AML)
  • AML build
  • AML train
  • AML deploy
  • AML demo
4. Azure Search (AS)
  • What's different?
  • Using cognitive search
  • Putting AS to good use
5. AML Application Walkthrough
  • Requirement
  • Design
  • Build
  • Train
  • Deployment
6. Other Considerations
  • Performance
  • Cost
  • Operations
  • Security
  • Governance
Conclusion
  • Resources

Taught by

David Linthicum

Reviews

4.6 rating at LinkedIn Learning based on 58 ratings

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