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

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Free Online Course: Leveraging Cloud-Based Machine Learning on Azure: Real-World Applications provided by LinkedIn Learning is a comprehensive online course, which lasts for 1-2 hours worth of material. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from LinkedIn Learning. Leveraging Cloud-Based Machine Learning on Azure: Real-World Applications is taught by David Linthicum.

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