Overview
Discover how to leverage AI for DevOps automation, from scaling web apps to validating performance and analyzing logs for suspicious behavior.
Syllabus
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- Introduction to DevOps and AI Integration
-- Overview of DevOps principles
-- Role of AI in DevOps
- AI in Infrastructure Automation
-- Introduction to AI-driven infrastructure tools
-- Creating scalable infrastructure for web applications
-- Automating infrastructure management
- AI-driven Performance Validation
-- Identifying performance bottlenecks
-- Writing AI-enabled scripts for performance testing
-- Analyzing performance data with AI tools
- AI in Monitoring and Security
-- Introduction to AI for log management
-- Categorizing logs using AI techniques
-- Implementing AI to flag anomalies and suspicious activities
- Case Studies and Real-world Applications
-- Review of industry use cases leveraging AI in DevOps
-- Practical exercises on applying AI tools to DevOps challenges
- Conclusion and Future of AI in DevOps
-- Recap of key learning points
-- Discussion on emerging AI technologies in DevOps
Taught by
Tags
On-Demand