Introduction to Generative AI on Azure

Generative AI    |    Beginner
  • 14 videos | 1h 24m 42s
  • Includes Assessment
  • Earns a Badge
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In today's rapidly evolving technological landscape, generative artificial intelligence (AI) has gained significant attention for its ability to create intelligent solutions. This path focuses on leveraging the Azure cloud platform to explore and harness the power of generative AI. In this course, you'll explore how generative AI works and types of generative AI models. Then, you'll be introduced to Azure services for generative AI, including Azure OpenAI service, Azure Bot service, and Azure Machine Learning. Finally, you'll learn about privacy and policy considerations for generative AI, chatbot creation, personalized marketing content, new product development, and training and tuning generative AI models.

WHAT YOU WILL LEARN

  • Discover the key concepts covered in this course
    Define generative artificial intelligence (ai) and explain how it works
    Identify the types of generative ai models
    Identify the microsoft azure services that can be used to build and deploy generative ai applications
    Provide an overview of the advantages of leveraging generative ai in microsoft azure
    Outline the azure openai service, including its features, the opportunities it provides, and how it can be leveraged in generative ai application development
    Provide an overview of the azure bot service, its key features, and how it can be leveraged in generative ai application development
  • Recognize the key features of azure machine learning and how it can be used in application development
    Outline pertinent privacy and policy considerations surrounding generative ai application development today
    Outline how generative ai on azure can be used to create chatbots capable of answering customer questions in a natural and informative way
    Provide an overview of how generative ai is being used to generate personalized marketing content that can be tailored to individual customers
    Outline how generative ai is being used to generate new product ideas and test the feasibility of new features
    Outline the process of training and fine-tuning generative ai models on azure
    Summarize the key concepts covered in this course

IN THIS COURSE

  • 57s
    In this video, we will discover the key concepts covered in this course. FREE ACCESS
  • 8m 38s
    Upon completion of this video, you will be able to define generative artificial intelligence (AI) and explain how it works. FREE ACCESS
  • Locked
    3.  Types of Generative AI Models
    7m 27s
    After completing this video, you will be able to identify the types of generative AI models. FREE ACCESS
  • Locked
    4.  Azure Services for Generative AI
    8m 4s
    Upon completion of this video, you will be able to identify the Microsoft Azure services that can be used to build and deploy generative AI applications. FREE ACCESS
  • Locked
    5.  Advantages of Generative AI with Microsoft Azure
    5m 23s
    After completing this video, you will be able to provide an overview of the advantages of leveraging generative AI in Microsoft Azure. FREE ACCESS
  • Locked
    6.  Azure OpenAI Service
    6m 12s
    Upon completion of this video, you will be able to outline the Azure OpenAI service, including its features, the opportunities it provides, and how it can be leveraged in generative AI application development. FREE ACCESS
  • Locked
    7.  Azure Bot Service
    9m 37s
    After completing this video, you will be able to provide an overview of the Azure Bot service, its key features, and how it can be leveraged in generative AI application development. FREE ACCESS
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    8.  Azure Machine Learning
    7m 22s
    Upon completion of this video, you will be able to recognize the key features of Azure Machine Learning and how it can be used in application development. FREE ACCESS
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    9.  Privacy and Policy Considerations for Generative AI Application Development
    6m 10s
    After completing this video, you will be able to outline pertinent privacy and policy considerations surrounding generative AI application development today. FREE ACCESS
  • Locked
    10.  Chatbot Creation with Azure Generative AI
    6m 25s
    Upon completion of this video, you will be able to outline how generative AI on Azure can be used to create chatbots capable of answering customer questions in a natural and informative way. FREE ACCESS
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    11.  Personalized Marketing Content with Azure Generative AI
    6m
    After completing this video, you will be able to provide an overview of how generative AI is being used to generate personalized marketing content that can be tailored to individual customers. FREE ACCESS
  • Locked
    12.  New Product Development with Azure Generative AI
    5m 35s
    Upon completion of this video, you will be able to outline how generative AI is being used to generate new product ideas and test the feasibility of new features. FREE ACCESS
  • Locked
    13.  How Generative AI Models are Trained and Tuned
    6m 1s
    After completing this video, you will be able to outline the process of training and fine-tuning generative AI models on Azure. FREE ACCESS
  • Locked
    14.  Course Summary
    52s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

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