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Bringing AI to the Edge - On Premise Azure Cognitive Services - Open Source

Explore Azure Cognitive Services containers for on-premise AI, with demos of local Face and Text services. Learn to configure and implement edge AI solutions.
PASS Data Community Summit via YouTube

PASS Data Community Summit

6076 Cursussen


54 minutes

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Overzicht

Explore Azure Cognitive Services containers for on-premise AI, with demos of local Face and Text services. Learn to configure and implement edge AI solutions.

Lesprogramma

  • Introduction to AI on the Edge
  • Understanding Edge AI
    Benefits of On-Premise AI Deployments
  • Overview of Azure Cognitive Services
  • Introduction to Azure Cognitive Services
    Key Services: Face, Text, and More
  • Setting Up On-Premise AI Solutions
  • Azure Cognitive Services Containers
    Installation and Configuration
  • Face Recognition and Analysis
  • Local Face Service Configuration
    Implementation Best Practices
    Hands-On Demo: Setting Up Face Service
  • Text Processing at the Edge
  • Local Text Processing Configuration
    Implementation Best Practices
    Hands-On Demo: Setting Up Text Service
  • Integrating Azure Cognitive Services with Existing Infrastructure
  • Data Security and Privacy Considerations
    Managing Resources and Scaling Solutions
  • Open Source and Community Tools
  • Overview of Relevant Open Source Tools
    How to Leverage Community Contributions
  • Building Edge AI Applications
  • Design Considerations for Edge AI
    Use Cases and Industry Applications
  • Monitoring and Maintenance
  • Monitoring Systems for Performance and Reliability
    Updating and Maintaining AI Services
  • Real-World Case Studies
  • Successful Implementations of Edge AI
    Lessons Learned and Best Practices
  • Course Conclusion and Next Steps
  • Recap and Key Takeaways
    Further Learning Resources and Opportunities

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