AI-050: AI Solutions with Azure
Length: 1 Day(s) Cost:$895 + GST
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| LOCATION | September | October | November | December |
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| Auckland | ||||
| Hamilton | ||||
| Christchurch | ||||
| Wellington | ||||
| Virtual Class |
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.
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.
Before attending this course, students should have:
- Familiarity with Azure and the Azure portal. If you are new to Azure and cloud computing, consider taking our AZ-900: Azure Fundamentals course.
- Experience programming with C# or Python. If you have no previous programming experience, we recommend you complete our Introduction to Programming with Python course.
After completing this course, students will be able to:
- 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.
- Understand the concept of prompt engineering and its role in optimising Azure OpenAI models' performance.
- Know how to design and optimise prompts to better utilise AI models.
- Include clear instructions, request output composition, and use contextual content to improve the quality of the model's responses.
Generative AI is a fast-evolving field of artificial intelligence, and the Azure OpenAI service is subject to frequent changes. The course materials are maintained to reflect the latest version of the service at the time of writing.
- Get started with Azure OpenAI Service
- Build natural language solutions with Azure OpenAI Service
- Apply prompt engineering with Azure OpenAI Service
- Generate code with Azure OpenAI Service
- Generate images with Azure OpenAI Service
- Implement Retrieval Augmented Generation (RAG) with Azure OpenAI Service
- Fundamentals of Responsible Generative AI