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Data Lake Approach for AIOps
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Classroom Contents
AIOps in AWS - Best Approach for Predictive Maintenance
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- 1 Introduction to Customer Incidents and AIOps
- 2 Welcome to Incident Management 2024
- 3 Overview of AIOps in AWS
- 4 Implementation Approaches for AIOps
- 5 Challenges in Modern Systems
- 6 Typical AIOps Implementation
- 7 Goals and Benefits of AIOps
- 8 Introduction to Observability and AIOps
- 9 AWS CloudWatch Capabilities
- 10 Building Dashboards and Insights
- 11 Digital Experience Monitoring
- 12 Metric and Log Anomaly Detection
- 13 AI-Driven Insights with CloudWatch
- 14 Summary of CloudWatch Capabilities
- 15 Data Lake Approach for AIOps
- 16 Data Processing and Machine Learning
- 17 DevOps Guru for Cloud Operations
- 18 Key Strategies for AIOps Implementation
- 19 Conclusion and Final Thoughts
