AI-900 Microsoft Azure AI Fundamentals

Maruti Makwana - Azure AI
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About Course

This course introduces fundamental concepts of artificial intelligence AI and the service offerings in Microsoft Azure that can be used to create AI solutions. This course is following the standard curriculum of MS Learn Azure AI course AI-900. https://learn.microsoft.com/en-us/training/courses/ai-900t00

What Will You Learn?

Students can learn about AI concepts and Azure AI services. Topics which are part of this course are like Computer Vision Natural language processing NLP Document Intelligence and knowledge mining Generative AI.

Course Content

  • Introduction of the course
    05:57

  • Fundamentals of AI concepts
    10:11
  • Fundamentals of machine learning
    17:05
  • Fundamentals of Azure AI Services
    04:49
  • Explore Automated Machine Learning in Azure Machine Learning
    26:34

  • What is Computer Vision?
    06:41
  • Computer Vision Capabilities in Azure
    06:39
  • Lab - Azure AI Vision Service Step by Step
    19:43

  • Natural Language Processing Concepts
    04:33
  • Natural Language Processing Capabilities in Azure
    08:35
  • Lab - Natural Language Processing with Azure AI
    20:08
  • Building conversations with Azure AI
    20:05

  • Azure AI document intelligence
    07:36
  • Lab - Azure AI Document Intelligence service with custom forms
    26:41
  • Azure AI Search
    08:56
  • Lab - Knowledge mining with Azure AI Search
    29:20
  • Lab - Exploring Azure AI Speech Service
    15:58

  • Fundamentals of Generative AI
    16:57
  • Fundamentals of Azure OpenAI Service
    07:17
  • Demo Explore Azure OpenAI Service
    16:59
  • Responsible Generative AI
    03:16
  • Lab - Evaluate generative AI performance
    20:22
  • Lab - Explore Microsoft Copilot with Edge browser
    27:13

  • Lab - Exploring Azure AI Foundry service step by step
    28:43
  • Lab - Azure AI Foundry with Prompt flow for named entity recognition
    29:36
  • Lab - Prompt engineering techniques with Azure AI
    18:40
  • Lab - Fine tuning GPT models in Azure AI Foundry
    26:00
  • Lab - RAG with Azure AI Foundry part 1
    24:04
  • Lab - RAG with Azure AI Foundry part 2
    17:08
  • Lab - Prevent harmful content in Azure AI Foundry portal
    12:45
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