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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