HSK 854 - Foundations of Generative AI
Course Description
Foundations of Generative AI is an accessible, hands-on introduction to the technology powering today's most advanced AI systems. Exploring how models like ChatGPT and image generators work, this course covers core concepts such as neural networks, prompt engineering, retrieval-augmented generation (RAG), and AI fine-tuning. Learners will examine the ethical challenges of generative AI, experiment with no-code tools and APIs, and discover how AI agents and multi-agent systems are built. Designed for non-experts, this course empowers anyone to understand, evaluate, and start building with generative AI.Course Details
Topics include:
- LLMs, diffusion models, and emergent capabilities
- Prompt engineering and systematic prompt design
- RAG vs. fine-tuning in enterprise use
- Ethical frameworks and responsible use
- APIs, custom GPTs, and no-code agent tools
Applies Towards the Following Program(s)
- NoCode & Generative AI Microcredential : NoCode & Generative AI