What you'll learn:
- Understand AI and ML Fundamentals
- Utilize Generative Models for DevOps and DevSecOps tasks
- Implement Prompt Engineering
- Apply Python SDKs for AI Integration
- Execute Real-World Case Studies for DevOps and DevSecOps tasks
Course Updates:
v 1.0 - October 2024
Added Quiz in Section 2
Added 2nd Case Study to build Spring Boot Rest API application to fetch Live data and feed it to AI Models (Section 5)
Course Description:
Unlock the future of DevOps with our comprehensive course, "Mastering Generative AI for DevOps Engineers." This program is designed to bridge the gap between AI theory and practical applications, equipping you with the skills to leverage generative AI in your DevOps and DevSecOps workflows.
Course Highlights:
Foundations of AI and ML: Begin with a solid understanding of artificial intelligence and machine learning, including their types and core principles. Learn the basics of generative models and how they can be applied in the DevOps domain.
Exploring Generative Models: Dive into the workings of models like ChatGPT and Copilot. Understand their architecture, capabilities, and how they can enhance your DevOps practices.
Prompt Engineering: Gain expertise in prompt engineering to effectively communicate with AI models. Learn techniques to craft prompts that elicit precise and useful responses for various DevOps tasks.
AI Model Integration with Python: Discover how to use generative AI models with Python SDKs, even without internet connectivity. Learn to implement and utilize these models in your local environment for maximum flexibility and security.
Case Study Implementation: Apply your knowledge in a practical case study. Develop a personal GPT model to read and analyze log files, identifying errors and providing actionable insights for DevOps and DevSecOps tasks.
Hands-On Learning: Engage in interactive exercises and real-world scenarios to reinforce your learning. Develop your own AI-driven solutions and see how generative models can address specific challenges in DevOps environments.
Who Should Enroll:
This course is tailored for DevOps engineers, IT professionals, and technologists eager to integrate generative AI into their workflows. Whether you're new to AI or looking to expand your knowledge, this course will provide you with practical skills and insights to enhance your DevOps practices.
Join us to explore how generative AI can transform your DevOps operations and gain a competitive edge with innovative, AI-driven solutions!
