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Video course · 6 chapters · 14 min · certificate

Building Generative AI Chat Apps with Microsoft Tools: Beginner Guide

Build generative AI chat applications the Microsoft way: chatbot vs chat application, user experience, fine-tuning, retrieval augmented generation, performance metrics, responsible AI and Azure OpenAI demos.

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What you'll learn

  • Distinguish chatbots from chat applications
  • Design good chat UX
  • Know when to fine-tune
  • Ground answers with RAG
  • Track performance metrics
  • Apply responsible AI practices

Chapters

6 chapters · 13:42
  1. 2:03 01Intro Members Chatbot vs chat application Definitions.
  2. 1:47 02UX Members User experience Designing for users.
  3. 1:45 03Customisation Members Fine-tuning When pre-trained models fall short.
  4. 2:55 04RAG Members Retrieval augmented generation Grounding responses.
  5. 2:05 05Quality Members Performance metrics and responsible AI Measuring and safeguarding.
  6. 3:07 06Demo Members Demos Azure OpenAI in a notebook.

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