Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Codecademy

Deep Dive Into Generative AI with Azure OpenAI

via Codecademy

Overview

Google, IBM & Meta Certificates – 40% Off
One Coursera Plus subscription covers most Professional Certificates on Coursera.
Unlock All Certificates

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.

Syllabus

  • 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

Reviews

Start your review of Deep Dive Into Generative AI with Azure OpenAI

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.