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AI Services and GDC Deployments and Operations

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Overview

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The course explores advanced services such as machine learning, and operational topics such as application deployment, monitoring, and troubleshooting. In addition, we’ll introduce GDC software upgrades, logging, billing, and cost monitoring.

Syllabus

  • Course Overview
    • GDC Air-Gapped Practitioner Fundamentals overview
  • AI services
    • Module overview
    • AI services overview
    • Configure application access to pre-trained API
    • Optical character recognition (OCR)
    • Speech-to-Text
    • Translation
    • Vertex AI Workbench
    • Module review
    • Knowledge check
  • Application development and deployment on Google Distributed Cloud (GDC) air-gapped
    • Module overview
    • GDC application development
    • Deploy and update applications
    • Module review
    • Knowledge check
  • Google Distributed Cloud (GDC) air-gapped software deliveries and upgrades
    • Module overview
    • Software updates process
    • Tenant org upgrade
    • User clusters upgrades
    • Manual OS upgrades
    • Module review
    • Knowledge check
  • Logging, observability, and troubleshooting
    • Module overview
    • Observability and metrics
    • Monitoring tools and alerts
    • Logging tools
    • Troubleshooting tips and tricks
    • Steps to submit support requests
    • Module review
    • Knowledge check
  • Billing and cost monitoring
    • Module overview
    • Billing reports
    • Monitor costs and resource consumption
    • Module review
    • Knowledge check
  • Review: AI services and GDC deployments and operations
    • Course 3 review
    • Module slides
    • Additional resources
  • Your Next Steps
    • Completion

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