Generative AI Foundations: IT Integration with Generative AI

Generative AI    |    Intermediate
  • 14 videos | 1h 23m 5s
  • Includes Assessment
  • Earns a Badge
In the rapidly evolving landscape of information technology (IT), the integration of generative artificial intelligence (AI) is becoming increasingly essential. Generative AI, a branch of artificial intelligence, is responsible for generating content, such as text, images, and even code that is often indistinguishable from that created by humans. This course is designed to provide IT professionals with the knowledge and practical skills to leverage generative AI in the field of IT administration. Begin this course by exploring generative AI concepts and tools. You will learn how to deploy generative AI models and apply generative AI techniques on Azure. Then you will investigate how to create effective prompts and how to integrate your organization's data with Azure OpenAI models. Next, you will focus on analyzing generative AI models, automating tasks, and integrating generative AI tools. Finally, you will discover security concerns with using generative AI, find out how to apply security protocols, and troubleshoot generative AI. At the end of this course, you will be able to apply Generative AI models to address real-world IT administration challenges.

WHAT YOU WILL LEARN

  • Discover the key concepts covered in this course
    Describe generative ai fundamentals and concepts, including how they can be applied on azure
    Identify generative ai tools and services on azure and describe how they can be used to deploy and experiment with generative models
    Deploy and manage generative ai models on azure
    Identify generative ai techniques and how to apply them effectively using azure
    Enhance the performance of generative ai models on azure using prompt engineering
    Use azure openai models on your organization's data to provide a powerful conversational ai platform enabling faster and more accurate communication
  • Analyze generative ai models and results within azure, enabling data-driven decisions and insights
    Automate the generation of a knowledge base for a corpus of data using generative ai and azure ai search to improve efficiency and productivity
    Integrate a custom knowledge base from azure language studio to an azure ai bot resource to create a custom question-answering chatbot
    Describe security considerations when using generative ai on azure and identify best practices for securing ai applications
    Apply security protocols and practices for generative ai applications running on azure
    Diagnose and resolve issues related to the integration of generative ai models on azure cloud
    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
  • 10m 47s
    After completing this video, you will be able to describe generative AI fundamentals and concepts, including how they can be applied on Azure. FREE ACCESS
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    3.  Generative AI Tools
    5m 55s
    Upon completion of this video, you will be able to identify generative AI tools and services on Azure and describe how they can be used to deploy and experiment with generative models. FREE ACCESS
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    4.  Managing Generative AI Models
    6m 13s
    Learn how to deploy and manage generative AI models on Azure. FREE ACCESS
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    5.  Generative AI Techniques
    7m 2s
    After completing this video, you will be able to identify generative AI techniques and how to apply them effectively using Azure. FREE ACCESS
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    6.  Engineering Effective Prompts
    8m 31s
    In this video, find out how to enhance the performance of generative AI models on Azure using prompt engineering. FREE ACCESS
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    7.  Integrating Business Data with Generative AI
    7m 13s
    Discover how to use Azure OpenAI models on your organization's data to provide a powerful conversational AI platform enabling faster and more accurate communication. FREE ACCESS
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    8.  Generative AI Analysis
    5m 36s
    Upon completion of this video, you will be able to analyze generative AI models and results within Azure, enabling data-driven decisions and insights. FREE ACCESS
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    9.  Automating Tasks with Generative AI
    5m 48s
    During this video, you will learn how to automate the generation of a knowledge base for a corpus of data using generative AI and Azure AI Search to improve efficiency and productivity. FREE ACCESS
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    10.  Integrating Generative AI Tools
    4m 57s
    Find out how to integrate a custom knowledge base from Azure Language Studio to an Azure AI bot resource to create a custom question-answering chatbot. FREE ACCESS
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    11.  Security Considerations Using Generative AI
    6m 2s
    After completing this video, you will be able to describe security considerations when using generative AI on Azure and identify best practices for securing AI applications. FREE ACCESS
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    12.  Applying Security Protocols Using Generative AI
    6m 58s
    In this video, discover how to apply security protocols and practices for generative AI applications running on Azure. FREE ACCESS
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    13.  Troubleshooting Generative AI
    6m 3s
    In this video, you will learn how to diagnose and resolve issues related to the integration of generative AI models on Azure cloud. FREE ACCESS
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    14.  Course Summary
    50s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

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