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LinkedIn Learning

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

via LinkedIn Learning

Overview

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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

Taught by

David Linthicum

Reviews

4.6 rating at LinkedIn Learning based on 54 ratings

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