Vendors

Azure OpenAI Service provides access to OpenAI's powerful large language models such as GPT; the model behind the popular ChatGPT service. These models enable various natural language processing (NLP) solutions to understand, converse, and generate content. Users can access the service through REST APIs, SDKs, and Azure OpenAI Studio. In this course, you'll learn how to provision Azure OpenAI service, deploy models, and use them in generative AI applications.

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What You'll Learn

 

  • Understand the fundamentals of Generative AI and its business use cases
  • Explore the capabilities of Azure OpenAI Service
  • Create and manage Azure OpenAI resources in Microsoft Azure
  • Work with large language models (LLMs) for text generation and completion
  • Build AI-powered applications using prompts, completions, and chat models
  • Apply prompt engineering techniques to improve AI responses
  • Generate and summarize content using Azure OpenAI models
  • Integrate Azure OpenAI Service APIs into real-world applications
  • Implement responsible AI practices and content filtering
  • Design and deploy Generative AI solutions securely and effectively

 

Who Should Attend

The audience for this course includes software developers and data scientists who need to use large language models for generative AI. Some programming experience is recommended, but the course will be valuable to anyone seeking to understand how the Azure OpenAI service can be used to implement generative AI solutions.

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Prerequisites

  • Familiarity with Azure and the Azure portal.
  • Experience programming with C# or Python. If learners have no previous programming experience, we recommend they complete the Take your first steps with C# or Take your first steps with Python learning path before taking this course.

Learning Journey

Coming Soon...

Module 1: Introduction to Azure OpenAI Service

Objectives

  • What is generative AI
  • Describe Azure OpenAI
  • How to use Azure OpenAI
  • Understand OpenAI’s natural language capabilities
  • Understand OpenAI’s code generation capabilities
  • Understand OpenAI’s image generation capabilities
  • Describe Azure OpenAI’s access and responsible AI policies
  • Use Azure OpenAI Studio Playground

Module 2: Get started with Azure OpenAI Service

Objectives

  • Access Azure OpenAI Service
  • Use Azure OpenAI Studio
  • Explore types of generative AI models
  • Deploy generative AI models
  • Use prompts to get completions from models
  • Test models in Azure OpenAI Studio’s playgrounds
  • Get started with Azure OpenAI Service

Module 3: Build natural language solutions with Azure OpenAI Service

Objectives

  • Integrate Azure OpenAI into your app
  • Use Azure OpenAI REST API
  • Use Azure OpenAI SDK

Module 4: Apply prompt engineering with Azure OpenAI Service

Objectives

  • Understand prompt engineering
  • Write more effective prompts
  • Provide context to improve accuracy
  • Utilize prompt engineering in your application

 

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Course Curriculum

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Training Schedule

Exam & Certification

Exam & Certification

FAQs

Frequently Asked Questions

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