Free Download Develop generative AI apps in Azure AI Foundry portal
Published 9/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 7m | Size: 587 MB
Learn to design, build, and deploy custom AI copilots in Azure AI Studio with real data and responsible AI.
What you'll learn
Plan and Prepare - define your generative AI strategy and environment
Choose and Deploy Models - select, test, and optimize models from the Azure AI catalog
RAG with Your Data - integrate Retrieval-Augmented Generation to ground responses
Develop with the SDK - implement core logic using the Azure AI SDK
Fine-Tuning - adapt models for your specific scenarios
Requirements
Before starting this module, you should be familiar with fundamental AI concepts and services in Azure. You should also have programming experience.
Description
OverviewLearn how to design and build your own AI copilots with Azure AI Studio. This learning path takes you through the full lifecycle of generative AI applications - from planning and model selection to development, integration, and responsible deployment. By the end, you'll be ready to create a copilot that engages in natural conversations and is grounded in your own business data.Who It's ForAI engineers and data scientistsDevelopers familiar with Azure and language modelsTeams looking to embed conversational AI into business applicationsLearners with foundational knowledge of AI concepts and Azure servicesModules IncludedPlan and Prepare - define your generative AI strategy and environmentChoose and Deploy Models - select, test, and optimize models from the Azure AI catalogDevelop with the SDK - implement core logic using the Azure AI SDKPrompt Flow - orchestrate conversational flows and design effective promptsRAG with Your Data - integrate Retrieval-Augmented Generation to ground responsesFine-Tuning - adapt models for your specific scenariosResponsible AI - apply best practices for safety, fairness, and governanceEvaluate and Iterate - measure performance and continuously improve your copilotLearning OutcomesBuild and deploy conversational AI systems with Azure AI StudioGround copilots in your own data using RAG techniquesFine-tune and optimize models for better performanceApply responsible AI practices in real-world applicationsEvaluate, monitor, and iterate on your copilot for continuous improvementWhy It MattersAI copilots are transforming how organizations interact with data, customers, and processes. With Azure AI Studio, you can create copilots that are customized, secure, and responsive to the needs of your business.
Who this course is for
AI engineers and data scientists
Developers familiar with Azure and language models
Teams looking to embed conversational AI into business applications
Learners with foundational knowledge of AI concepts and Azure services
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