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

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Free Online Course: Leveraging Cloud-Based Machine Learning on AWS: 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 AWS: Real-World Applications is taught by David Linthicum.

Overview
  • Help your organization tap into the power of machine learning with Amazon Web Services. Learn how to use SageMaker and other AWS tools to build AI-based applications.

Syllabus
  • Introduction

    • Tap into the power of artificial intelligence (AI) with AWS
    • AI on AWS
    • What you should know
    1. AI Basics
    • AI processing
    • Knowledge creation
    • AI applications
    • AI and cloud computing
    • AI and AWS
    2. AI Use Cases
    • Healthcare
    • Finance
    • Law enforcement
    • Manufacturing
    • Education
    3. AWS SageMaker
    • SageMaker build
    • SageMaker train
    • SageMaker deploy
    • Create a SageMaker notebook
    • Create test data and train the model
    4. AWS SageMaker Ground Truth
    • What's different?
    • Use case
    5. AI Application Walkthrough
    • Requirement
    • Design
    • Build
    • Train
    • Deploy
    6. Other Considerations
    • Performance
    • Cost
    • Operations
    • Security
    • Governance
    Conclusion
    • Next steps