Generative AI for Business
Course Structure
- Introduction to Generative AI
- Prompt Engineering
- Retrieval Augmented Generation
- Agentic Systems
- Fine-tuning & LLMOps
- Governance
1. Introduction to Generative AI
The first module introduces the fundamental concepts and applications of Generative AI. Below is a 3-minute podcast that gives you a quick overview of the course.
- Topics
- What is GenAI?
- GenAI Applications
- How GenAI Works
- Transformers and Diffusion Models
- Building ChatGPT
- Readings & Resources
- Transformers (0:50-7:40, 7min)
- How ChatGPT Works Technically (8min)
- Course Episodes
- Introduction to Generative AI
2. Prompt Engineering
- Topics
- Basic Elements
- Few Shots Learning
- Chain-of-thoughts
- Advanced PE Techniques
- Readings & Resources
- Master the Perfect ChatGPT Prompt Formula! (8min)
- What Is Chain-of-Thought Prompting in Generative AI? (3min)
- Coding with OpenAI o1 (3min)
- Course Episodes