Materials
Beginner
4 Chapters · 38 Lessons
AI in Everyday Life
Discover how AI is being applied in our daily lives.
My Courses
Chapter 1
Overview and Use of GPT
Lessons
What Is GPT?
The Evolution of GPT
Transformers: Understanding Sentences All at Once
Self-Attention: Finding Key Relationships Within Sentences
Multi-Head Attention: Seeing Sentences from Different Angles
Multiple Choice Quiz
How GPT Differs from Traditional Machine Learning Models
How GPT Is Different from Classic Neural Networks (RNNs)
Understanding Tokenization in GPT
AI Mistakes: Hallucinations
Comparing GPT-5.5 and GPT-5.4 mini
Comparing GPT, Claude, and DeepSeek Models
Fill-in-the-Blank Quiz
Chapter 2
Prompt Engineering
Lessons
What Is a Prompt and How Is It Structured?
How Generative AI Understands Prompts
Why Learn Prompt Engineering?
Using Delimiters to Make Prompts Easier to Understand
Multiple Choice Quiz
Writing Prompts That Get the Right Answer the First Time
Zero-Shot Prompting: Asking Without Examples
Few-Shot Prompting: Asking with Examples
Chain of Thought: Step-by-Step Reasoning in Prompts
Generated Knowledge: Adding Depth to Answers
Role Prompting: Assigning Roles for Smarter AI
Fill-in-the-Blank Quiz
Chapter 3
Fine-Tuning
Lessons
Fine-Tuning: Building a Custom AI
How Fine-Tuning Differs from Standard Training
Fine-Tuning vs. Prompt Engineering: What's the Difference?
Benefits of Fine-Tuning
Multiple Choice Quiz
Understanding the JSON Data Format
What Is JSONL, the Fuel for Fine-Tuning?
The JSONL Format Used in Fine-Tuning
Hyperparameters: Controlling How AI Learns
Getting Started with Fine-Tuning
Fill-in-the-Blank Quiz
Chapter 4
How to Live Wisely with AI