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

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

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