Complete Course Syllabus
AI, Machine Learning and Future Trends in SRE
Introduction to AI and ML in SRE
Automated Incident Detection with ML
Predictive Alerting and Anomaly Detection
Log Analysis and Pattern Recognition with ML
Automated Root Cause Analysis using AI
ML-Driven Capacity Planning and Resource Optimization
ChatOps and AI-Powered Automation
Future Trends: AI in SRE Tooling and Frameworks
Implementing ML Pipelines for SRE
Ethical Considerations and Bias Mitigation in AI for SRE
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