Deep Dive Into Generative AI with Azure OpenAI

Generative AI    |    Intermediate
  • 19 videos | 2h 29s
  • Includes Assessment
  • Earns a Badge
The Azure Cloud platform's generative artificial intelligence (AI) solutions are robust and mature. Encompassing multiple services and supporting rich integration with other Azure services, it's relatively easy to get up and running with generative AI solutions using Azure. In this course, you'll dive deep into generative AI with Azure OpenAI, beginning with an introduction to Azure OpenAI architecture, an overview of OpenAI Studio, and a hands-on demonstration of how to customize models in Azure OpenAI. Then you'll learn how to build a custom app, fine-tune OpenAI models, and deploy models with Azure OpenAI. You'll explore text generation, translation, question answering, image generation, and troubleshooting. Finally, you'll discover Azure OpenAI service integrations, AI Search (formerly Cognitive Search), privacy and compliance issues, and quotas and collaboration with Azure OpenAI.

WHAT YOU WILL LEARN

  • Discover the key concepts covered in this course
    Provide an overview of the azure openai architecture
    Prepare to work with azure openai
    Deploy models with azure openai
    Explore azure openai studio playground functionality
    Explore azure openai studio management features
    Build a basic app from scratch
    Explore the basics of fine-tuning azure openai models
    Generate text using azure openai
    Use azure openai to perform language translation tasks
  • Create assistants and experiment with them in azure openai studio
    Generate images using azure openai
    Outline how to monitor azure openai and troubleshoot frequently encountered issues
    Integrate azure openai service with other azure services
    Outline the purpose and features of azure ai search formerly known as azure cognitive search
    Outline how next-generation question and answer apps can be created by integrating azure ai search and azure openai
    Describe how to configure key features of azure openai to secure privacy and comply with company policy or industry regulations
    Provide an overview of azure openai quotas and limits, and how to use azure openai service to collaborate with other developers and teams
    Summarize the key concepts covered in this course

IN THIS COURSE

  • 1m 10s
    In this video, we will discover the key concepts covered in this course. FREE ACCESS
  • 5m 43s
    After completing this video, you will be able to provide an overview of the Azure OpenAI architecture. FREE ACCESS
  • Locked
    3.  Getting Started with Azure OpenAI
    5m 44s
    In this video, we will prepare to work with Azure OpenAI. FREE ACCESS
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    4.  Deploying Models with Azure OpenAI
    3m 55s
    In this video, you will learn how to deploy models with Azure OpenAI. FREE ACCESS
  • Locked
    5.  Working with Azure OpenAI Studio Playground
    9m 17s
    In this video, we will explore Azure OpenAI Studio Playground functionality. FREE ACCESS
  • Locked
    6.  Exploring Azure OpenAI Studio Management Features
    5m 51s
    In this video, we will explore Azure OpenAI Studio Management features. FREE ACCESS
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    7.  Building a Custom App
    9m 23s
    Find out how to build a basic app from scratch. FREE ACCESS
  • Locked
    8.  Fine-tuning Azure OpenAI Models
    11m 8s
    In this video, we will explore the basics of fine-tuning Azure OpenAI models. FREE ACCESS
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    9.  Generating Text
    5m 7s
    Discover how to generate text using Azure OpenAI. FREE ACCESS
  • Locked
    10.  Performing Language Translation
    4m 38s
    Learn how to use Azure OpenAI to perform language translation tasks. FREE ACCESS
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    11.  Creating Assistants
    4m 51s
    In this video, find out how to create Assistants and experiment with them in Azure OpenAI Studio. FREE ACCESS
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    12.  Generating Images
    10m 7s
    In this video, discover how to generate images using Azure OpenAI. FREE ACCESS
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    13.  Azure OpenAI Monitoring and Troubleshooting
    6m 7s
    Upon completion of this video, you will be able to outline how to monitor Azure OpenAI and troubleshoot frequently encountered issues. FREE ACCESS
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    14.  Integrating with Azure OpenAI Service
    9m 37s
    In this video, you will learn how to integrate Azure OpenAI Service with other Azure services. FREE ACCESS
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    15.  Azure AI Search
    4m 58s
    After completing this video, you will be able to outline the purpose and features of Azure AI Search formerly known as Azure Cognitive Search. FREE ACCESS
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    16.  Integrating OpenAI and Azure AI Search
    9m 26s
    In this video, find out how to outline how next-generation question and answer apps can be created by integrating Azure AI Search and Azure OpenAI. FREE ACCESS
  • Locked
    17.  Configuring Azure OpenAI for Privacy and Compliance
    6m 1s
    Discover how to describe how to configure key features of Azure OpenAI to secure privacy and comply with company policy or industry regulations. FREE ACCESS
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    18.  Quotas and Collaboration using Azure OpenAI Service
    6m 18s
    Upon completion of this video, you will be able to provide an overview of Azure OpenAI quotas and limits, and how to use Azure OpenAI service to collaborate with other developers and teams. FREE ACCESS
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    19.  Course Summary
    1m 8s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

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