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Beginnt 5 June 2026 03:59

Endet 5 June 2026

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Using AI/ML to Drive Operational Excellence: Keys to AWS Optimization - Episode 4

Discover how to leverage Amazon CloudWatch's AI/ML capabilities for enhanced telemetry analytics and application monitoring, gaining deeper operational insights through data-driven investigations.
AWS Events via YouTube

AWS Events

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59 minutes

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Übersicht

Discover how to leverage Amazon CloudWatch's AI/ML capabilities for enhanced telemetry analytics and application monitoring, gaining deeper operational insights through data-driven investigations.

Lehrplan

  • Introduction to AI/ML in AWS for Operational Excellence
  • Overview of AI/ML capabilities in cloud environments
    The role of AI/ML in enhancing operational excellence
  • Understanding Amazon CloudWatch
  • Introduction to Amazon CloudWatch
    Key features and functionalities
  • AI/ML Capabilities in Amazon CloudWatch
  • Utilizing AI/ML for telemetry analytics
    Machine Learning models in CloudWatch
    Automating anomaly detection and alert management
  • Enhanced Application Monitoring
  • Setting up performance and error monitoring
    Leveraging AI/ML for application health insights
    Case studies: CloudWatch in action
  • Data-Driven Investigations
  • Techniques for in-depth operational insights
    Using AI/ML for root cause analysis
    Interactive dashboards and visualizations
  • Best Practices for AWS Optimization
  • Operational best practices with AI/ML
    Cost optimization strategies with CloudWatch
    Security and compliance considerations
  • Practical Exercises & Hands-On Labs
  • Configuring CloudWatch with AI/ML capabilities
    Real-world scenario analyses
    Monitoring and response workflows
  • Conclusion and Future Trends
  • Summary of key learnings
    Emerging trends in AI/ML for cloud operations
    Resources for further study and development

Fachgebiete

Programming