AI-900 Certification

skilltech club - Azure AI Certification Free
AI-900 Certification

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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