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Azure AI Foundry:Prompt Flow, Finetuning GPT4-o, RAG, LLMOps
54 students
Azure AI Foundry:Prompt Flow, Finetuning GPT4-o, RAG, LLMOps
Build real-world GenAI apps using Azure AI Foundry: model deployment, RAG, fine-tuning GPT4-o, prompt flow & evaluation
Created bySandesh Hase
Last updated 5/2025
English
English [Auto],
What you'll learn
- Design and Build AI Solutions Using Azure AI Foundry
- Deploy, Fine-Tune, and Integrate Language Models
- Implement Retrieval-Augmented Generation (RAG) with Custom Data
- Evaluate, Optimize, and Ensure Responsible AI Usage
- Leverage Azure AI Foundry SDK for Full-Cycle App Development
- Use Prompt Flow to Design and Iterate on Language Model Behavior
- Deploy Responsible Generative AI Applications with Governance in Mind
- Continuously Improve GenAI Apps Using Evaluation and Feedback Loops
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Course content
9 sections • 41 lectures • 5h 14m total length
Requirements
- Basic Python knowledge, familiarity with cloud concepts (Azure), but no prior AI experience is required
Description
Master Generative AI with Azure AI Foundry: Build Real-World AI Applications
Unlock the power of Generative AI with Microsoft’s Azure AI Foundry in this hands-on, end-to-end course crafted for developers, data scientists, and AI enthusiasts. Whether you're a beginner exploring the AI landscape or a seasoned professional aiming to deepen your skills in Microsoft's AI ecosystem, this course offers everything you need to build intelligent, production-grade applications.
You’ll begin by setting up your Azure environment for scalable AI development. From there, you’ll explore Azure’s rich model catalog, selecting and customizing large language models to fit your business needs. Through guided labs, real-world scenarios, and practical projects, you’ll learn to build AI-powered apps using the Azure AI Foundry SDK and design dynamic conversational flows with Prompt Flow.
The course also dives into Retrieval-Augmented Generation (RAG) to help you integrate enterprise data, along with advanced topics like model fine-tuning, responsible AI, and performance evaluation—all within Azure AI Studio.
No prior machine learning experience is required. If you know Python and have a passion for innovation, you’ll walk away with job-ready skills and the confidence to design, deploy, and scale next-gen AI solutions.
Start building the future of AI—enroll today and bring your ideas to life with Azure!
Who this course is for:
- This course is ideal for developers, data scientists, AI enthusiasts, and technical professionals who want to build practical generative AI applications using Azure AI Foundry, regardless of their prior AI experience.