Explore DevOps AI Tools

Overview

This course, Explore DevOps AI Tools, is a glimpse into ways you can leverage AI for automation. First, you'll get help creating infrastructure to scale a web app.

Then, to validate the bottlenecks, you'll explore how to use AI to create scripts to validate performance. Finally, you'll see how AI can be used to categorize logs and flag suspicious behavior.

By the end of this course, you'll be ready to apply AI to real challenges you encounter.

Syllabus

• 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

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Taught by

Wes Higbee

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Subjects

Computer Science