AIFLX

Library / Artificial Intelligence

AI DevOps — Build Smarter, Deploy Faster

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About this course

AI DevOps — Build Smarter, Deploy Faster

Welcome to the next evolution of DevOps — where Artificial Intelligence meets Cloud Engineering, Automation, and Software Delivery.

This hands-on course takes you from traditional DevOps practices to AI-powered DevOps workflows, helping you understand how Generative AI, Large Language Models (LLMs), Agentic AI, and AI automation are transforming the way modern engineering teams build, deploy, and operate applications.

Throughout this course, you will learn how to leverage AI technologies with real-world DevOps tools and platforms to create smarter, faster, and more efficient engineering workflows.

What You Will Learn:

AI & Generative AI Fundamentals

Understand Artificial Intelligence, Machine Learning, Deep Learning, NLP, and Generative AI concepts

Learn how Large Language Models (LLMs) work

Explore LLM training phases: Pre-training, Supervised Fine-Tuning, and Reinforcement Learning

Prompt Engineering

Master the fundamentals of effective prompting

Understand prompt anatomy and different prompting techniques

Work with real-world prompt examples and AI models

Azure AI & Generative AI Services

Explore the Azure AI ecosystem

Understand Azure AI Foundry and its capabilities

Work with AI model evaluation, responsible AI, and guardrails

Learn Azure AI Search and Retrieval-Augmented Generation (RAG)RAG (Retrieval-Augmented Generation) Applications

Understand RAG architecture and workflow

Learn how LLMs connect with enterprise knowledge sources

Build practical RAG solutions using Azure AI Search and AI models

Local LLMs with Hugging Face and Ollama

Explore th

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