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
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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
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1m 10sIn this video, we will discover the key concepts covered in this course. FREE ACCESS
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5m 43sAfter completing this video, you will be able to provide an overview of the Azure OpenAI architecture. FREE ACCESS
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3. Getting Started with Azure OpenAI5m 44sIn this video, we will prepare to work with Azure OpenAI. FREE ACCESS
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4. Deploying Models with Azure OpenAI3m 55sIn this video, you will learn how to deploy models with Azure OpenAI. FREE ACCESS
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5. Working with Azure OpenAI Studio Playground9m 17sIn this video, we will explore Azure OpenAI Studio Playground functionality. FREE ACCESS
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6. Exploring Azure OpenAI Studio Management Features5m 51sIn this video, we will explore Azure OpenAI Studio Management features. FREE ACCESS
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7. Building a Custom App9m 23sFind out how to build a basic app from scratch. FREE ACCESS
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8. Fine-tuning Azure OpenAI Models11m 8sIn this video, we will explore the basics of fine-tuning Azure OpenAI models. FREE ACCESS
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9. Generating Text5m 7sDiscover how to generate text using Azure OpenAI. FREE ACCESS
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10. Performing Language Translation4m 38sLearn how to use Azure OpenAI to perform language translation tasks. FREE ACCESS
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11. Creating Assistants4m 51sIn this video, find out how to create Assistants and experiment with them in Azure OpenAI Studio. FREE ACCESS
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12. Generating Images10m 7sIn this video, discover how to generate images using Azure OpenAI. FREE ACCESS
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13. Azure OpenAI Monitoring and Troubleshooting6m 7sUpon 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 Service9m 37sIn this video, you will learn how to integrate Azure OpenAI Service with other Azure services. FREE ACCESS
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15. Azure AI Search4m 58sAfter 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 Search9m 26sIn 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
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17. Configuring Azure OpenAI for Privacy and Compliance6m 1sDiscover 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 Service6m 18sUpon 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 Summary1m 8sIn this video, we will summarize the key concepts covered in this course. FREE ACCESS
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
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