Generative AI Workloads and Azure OpenAI Service
Description
Understanding generative AI models, Azure OpenAI service capabilities, foundation models, and responsible generative AI practices
Learning Objectives
Learners will identify features of generative AI models and understand common scenarios for generative AI applications. They will be able to describe Azure OpenAI service capabilities, understand foundation model concepts, and apply responsible AI considerations specifically for generative AI systems.
Topics (8)
Learning about generative adversarial networks, transformers, diffusion models, and language models
Learning about GPT models, BERT, T5, and other transformer-based language models
Learning about content creation, code generation, creative writing, and business applications
Learning about GPT models, DALL-E, Codex, and Azure OpenAI API integration
Learning about model catalog, development tools, and AI application deployment
Learning about prompt construction, few-shot learning, and prompt template design
Learning about content safety, bias mitigation, misinformation prevention, and AI alignment
Learning about foundation models, custom models, and model comparison features