AI From Scratch: Understand Artificial Intelligence

Curriculum

1. 1
   What Is AI? A Beginner's Introduction Without Jargon🔒

   Lesson · 10 min
2. 2
   How AI Learns From Examples: Training Explained🔒

   Lesson · 15 min
3. 3
   AI, Machine Learning, Neural Networks, LLM: the Hierarchy🔒

   Lesson · 15 min
4. 4
   What Is a Neural Network: A Beginner's Guide🔒

   Lesson · 35 min
5. 5
   How a Network Learns: Gradient Descent Explained🔒

   Lesson · 30 min
6. 6
   StatQuest: Essential Main Ideas of Neural Networks🔒

   Lesson · 25 min
7. 7
   Transformers: The Technology Behind LLMs🔒

   Lesson · 35 min
8. 8
   What Is Attention, and Why It Changed Everything🔒

   Lesson · 35 min
9. 9
   Karpathy: A Complete Introduction to LLMs🔒

   Lesson · 50 min
10. 10
    Every AI Model Explained: GPT, Claude, Gemini, Llama🔒

    Lesson · 15 min
11. 11
    How an LLM Produces an Answer — Visually🔒

    Lesson · 25 min
12. 12
    How to Choose a Model for Your Work🔒

    Lesson · 15 min
13. 13
    ChatGPT — The Basics of Using It🔒

    Lesson · 25 min
14. 14
    Prompt Engineering That Works: Practical AI Prompting🔒

    Lesson · 25 min
15. 15
    Safety, Privacy and Ethics in AI🔒

    Lesson · 15 min