Udemy – Develop generative AI apps in Azure AI Foundry

Build real-world GenAI apps using Azure AI Foundry: model deployment, RAG, fine-tuning, prompt flow & evaluation
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
Requirements
Basic Python knowledge, familiarity with cloud concepts (Azure), but no prior AI experience is required
Description
Unlock the power of Generative AI with Azure AI Foundry in this hands-on, end-to-end course designed for developers, data scientists, and AI enthusiasts. Whether you're new to AI or looking to expand your skills with Microsoft's AI stack, this course equips you with practical knowledge and tools to build and deploy production-ready GenAI applications.You'll start by learning how to plan and set up your Azure environment for AI development, then move on to selecting, deploying, and customizing language models from Azure's rich model catalog. Through guided labs and real-world examples, you'll use the Azure AI Foundry SDK to build apps, leverage prompt flow for designing conversational flows, and integrate your own data using Retrieval-Augmented Generation (RAG) techniques.The course also covers advanced topics such as fine-tuning language models, implementing responsible AI practices, and evaluating the performance of your applications using built-in tools in the Azure AI Studio.By the end of the course, you'll be able to confidently design, build, test, and optimize generative AI applications that are reliable, scalable, and ethically sound. No prior machine learning experience is required—just a working knowledge of Python and a passion for innovation.Start building the future of AI with Azure today!
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.
Homepage

https://www.udemy.com/course/develop-generative-ai-apps-in-azure-ai-foundry/

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