Rebuilding Intelligence from First Principles

🌍 Why this course exists

AI is shaping the future of humanity.

But most people only learn tools, not understanding.

This course rebuilds AI knowledge:

• 🌱 from zero
• 🧠 from first principles
• ❤️ for society

🎯 Learning outcomes

By the end, learners will:

• Understand all major AI paradigms
• Choose the right model, data, and metric
• Read modern AI papers with confidence
• Explain AI clearly to both kids and professors

🧩 Course structure

• Lecture 01 — What Is AI, Really?

• Lecture 02 — Python: The Language of AI

• Lecture 03 — Math Behind Intelligence

• Lecture 04 — Data: The Fuel of AI

• Lecture 05 — Types of Machine Learning

• Lecture 06 — Data Types & Modalities

• Lecture 07 — AI Fields & Specializations

• Lecture 08 — Evaluation Metrics

• Lecture 09 — Deep Learning Foundations

• Lecture 10 — Modern AI & 2026 Trends

👨‍🏫 Instructor

• Start Lecture 01