This comprehensive learning path is for Azure developers in an enterprise environment looking to build and scale AI products. Focusing on implementation and responsible AI, it includes fundamental coverage of LLMs and AI agents, as well as deep-level coverage of building multi-lingual AI apps, building a RAG solution with Azure tools, creating agents using Azure OpenAI, and leveraging the Azure AI Model Catalog for development and deployment.
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Apply safety and ethics within your AI app builds.
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Evaluate a RAG application using the Azure AI Evaluation SDK.
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Select the appropriate model for specific business scenarios.
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Customize speech-to-text models to fit specific needs.
Courses
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1
Azure AI for Developers: AI Design Foundations52mAzure AI for Developers: AI Design Foundations
By: Marco Casalaina
Get a comprehensive overview of AI design foundations in this course uniquely targeted at Azure developers.
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2
Azure AI for Developers: LLMs and SLMs1h 18mAzure AI for Developers: LLMs and SLMs
By: Sam Nasr
Discover the core skills developers need to know to work with SLMs and LLMs, including how each functions, key distinctions, real-world use cases, and practical applications.
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3
Azure AI for Developers: Using the Azure AI Model Catalog58mAzure AI for Developers: Using the Azure AI Model Catalog
By: Sammy Deprez
Learn about the Azure AI Model Catalog and its applications—the purpose, benefits, and key features, along with techniques for accessing and navigating it effectively.
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4
Azure AI for Developers: OpenAI Services and Generative AI Models1h 5mAzure AI for Developers: OpenAI Services and Generative AI Models
By: Sammy Deprez
Get an introduction to Azure OpenAI services and explore the models available, including chat and completion models, embedding models, and image generation models.
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5
Azure for Developers: Retrieval-Augmented Generation (RAG) with Azure AI1h 54mAzure for Developers: Retrieval-Augmented Generation (RAG) with Azure AI
By: Ziggy Zulueta
Harness Python with Azure Open AI, Cosmos DB, and AI Search to develop, evaluate, and optimize advanced data retrieval-augmented generation (RAG) solutions.
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6
Azure AI for Developers: Content Safety and Responsible AI1h 48mAzure AI for Developers: Content Safety and Responsible AI
By: Sammy Deprez
Learn how to use Azure AI Content Safety to build safer, more responsible AI applications.
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7
Azure AI for Developers: Azure AI Speech55mAzure AI for Developers: Azure AI Speech
By: Marco Casalaina
Learn about the services, features, and common use cases of Azure AI Speech in this hands-on course for Azure developers.
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8
Azure AI for Developers: Building AI Agents1h 53mAzure AI for Developers: Building AI Agents
By: Ziggy Zulueta
Get a deep dive into creating AI agents with Azure OpenAI using different frameworks such as the OpenAI Assistants API, Semantic Kernel, and Autogen.
Instructors
Marco Casalaina
VP Products, Core AI and AI Futurist at Microsoft
Sam Nasr
Sr. Software Engineer & Trainer | Guiding Small & Medium Businesses to Unlock the Potential of AI
Sammy Deprez
Freelance Data & AI Engineer | Microsoft AI MVP | Championing AI Education and Community Engagement
Ziggy Zulueta
Microsoft Certified Trainer | Microsoft AI Most Valuable Professional | LinkedIn Learning Instructor | 13x Microsoft Certified | Certified Azure & Power Platform Solutions Architect Expert