AI-050 Develop Generative AI Solutions with Azure OpenAI Service
Categories:
AI/Machine Learning, Cloud Computing, Intermediate Level
Description
Learn to provision and deploy Azure OpenAI Service models for generative AI applications. Gain skills in using large language models like GPT for natural language processing tasks, from setup to advanced integrations.
Learning Outcomes
- Create and manage Azure OpenAI Service resources
- Deploy and test models using Azure OpenAI Studio
- Generate completions and manage model parameters
- Integrate Azure OpenAI into applications
- Differentiate between endpoints and use REST API/SDKs
- Apply prompt engineering techniques
- Design and optimize prompts for better AI responses
- Use AI to generate and improve code
- Build unit tests and document code with AI
- Describe and use DALL-E for image generation
- Implement Retrieval Augmented Generation (RAG) with Azure OpenAI
Prerequisites
Familiarity with Azure and the Azure portal. Experience in programming with C# or Python. Recommended to complete introductory courses in C# or Python if no prior programming experience.
Prerequisite Courses
- Take your first steps with C#
- Take your first steps with Python
Target Audiences
- Software developers, data scientists, and project managers interested in using large language models for generative AI solutions. Suitable for those exploring AI applications in the workplace, with no strict prerequisites but familiarity with Azure and Python recommended.
Featured Review
"This course provided hands-on experience with Azure OpenAI, enabling me to quickly integrate generative AI into real-world projects. - Siti Aishah, Software Engineer at a Singapore-based tech firm"