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- Core Tech
Generative AI for DevOps
Explore the transformative power of generative AI in modern DevOps workflows. This learning path equips DevOps professionals with the skills to integrate AI-driven tools and practices into CI/CD pipelines, automate infrastructure management, enhance system monitoring, and optimize incident response. In this path you will learn how to harness the potential of generative AI to accelerate development cycles, improve system reliability, and drive innovation in DevOps operations.
Content in this path
Theories on Generative AI in DevOps
This section breaks down the *why* behind using generative AI in DevOps. We’ll explore the ideas driving AI adoption in areas like automation, CI/CD, and system reliability—so you’re not just using the tools, you actually get the reasoning behind them.
- Generative AI concepts for DevOps
- Practical applications of Gen AI in DevOps
- How to Integrate Gen AI in DevOps Pipelines
- Explore different DevOps AI tooling
- Understanding of DevOps concepts, practices, and tools (e.g., CI/CD pipelines, version control systems like Git).
- Familiarity with containerization (e.g., Docker) and orchestration tools (e.g., Kubernetes).
- Basic scripting abilities for automation tasks.
- Networking and Security Basics
- IT Ops
- Generative AI
- DevOps
- AIOps