Develop Generative AI Solutions with Azure OpenAI Service
Beskrivelse
Azure OpenAI Service giver adgang til OpenAI's kraftfulde large language models herunder GPT; modellen som ligger bag ChatGPT. Disse modeller gør det muligt for forskellige natural language processing (NLP) løsninger at forstå, konverses og generere originalt indhold. Brugere kan tilgå servicen gennem REST APIs, SDKs og Azure OpenAI Studio.
Deltagere på dette kursus er typisk softwareudviklere og data scientists som skal bruge large language models til generative AI løsninger.
Moduloversigt
- Modul 1Introduction to Azure OpenAI Service
Describe Azure OpenAI workloads and access the Azure OpenAI Service
Understand generative AI models
Understand Azure OpenAI's language, code, and image capabilities
Understand Azure OpenAI's responsible AI practices and limited access policies
- Modul 2Get started with Azure OpenAI Service
Create an Azure OpenAI Service resource and understand the types of Azure OpenAI base models
Use the Azure OpenAI Studio, console, or REST API to deploy a base model and test it in the Studio's playgrounds
Generate completions to prompts and begin to manage model parameters
Lab: Get started with Azure OpenAI Service
- Modul 3Build natural language solutions with Azure OpenAI Service
Integrate Azure OpenAI into your application
Differentiate between different endpoints available to your application
Generate completions to prompts using the REST API and language-specific SDKs
Lab: Integrate Azure OpenAI into your app
- Modul 4Apply prompt engineering with Azure OpenAI Service
Understand the concept of prompt engineering and its role in optimizing Azure OpenAI models' performance
Know how to design and optimize prompts to better utilize AI models
Include clear instructions, request output composition, and use contextual content to improve the quality of the model's responses
Lab: Utilize prompt engineering in your application
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