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

Offered By: LinkedIn Learning

Tags

Azure Machine Learning Courses Artificial Intelligence Courses Machine Learning Courses Cloud Computing Courses Azure Search Courses

Course Description

Overview

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

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