Introduction
  • A Message from the Author
  • Course Introduction
Understanding Large Language Models
  • What is Generative AI?
  • How Good is GenAI?
  • Understanding Why GenAI Can Be Biased
  • How do Large Language Models Work?
  • Coherence and Hallucinations
  • Hallucinations: A Case Study
  • GenAI in Society and at the Workplace
  • Knowledge Check
The Basics of Prompt Engineering
  • The Basics of Prompting
  • Anatomy of a Good Prompt
  • Persona-Based and Constrained Prompting Techniques
  • Zero/Few Shot Prompting
  • Chain of Thought (CoT) Prompting
  • Knowledge Check
Advanced Prompting Techniques
  • Tree of Thoughts (ToT) Prompts
  • Self Consistency Technique
  • Knowledge Creation/Generation Prompts
  • Knowledge Check
Bonus - End of Course
  • Special Bonus Lecture