All Paths

Beginner

3-4 weeks•25 lessons•5 modules
1

Foundations

5 lessons

Start
1What is NLP? Teaching Computers to Read
10 min
2What is Machine Learning? (Plain English)
12 min
3Deep Learning & Neural Networks, No Math
15 min
4How Computers Turn Words Into Numbers (Embeddings)
12 min
5From RNNs to Transformers: The Big Idea
15 min
2

AI Fundamentals

5 lessons

Start
1What is a Large Language Model?
10 min
2How AI Learns: Training vs Inference
12 min
3Understanding Tokens and Context Windows
15 min
4The Power of Prompt Engineering
12 min
5Hands-on: Your First Claude or ChatGPT Conversation
20 min
3

Prompt Mastery

5 lessons

Start
1Writing Effective Prompts
15 min
2Few-Shot Learning Explained
12 min
3Chain-of-Thought & Reasoning-Model Prompts
15 min
4Common Prompt Patterns (and Anti-Patterns)
18 min
5Project: Build a Personal Prompt Library
30 min
4

No-Code AI Tools

5 lessons

Start
1Claude 4.7, GPT-5, Gemini 2.5, and Grok Compared
15 min
2Using AI for Content, Design, and Video
20 min
3AI Assistants for Daily Productivity
15 min
4Ethical AI: Bias, Privacy, and Responsible Use
12 min
5Project: Build a No-Code AI Workflow
30 min
5

Real-World AI Tools

5 lessons

Start
1NotebookLM & AI Research Partners
15 min
2AI Code Assistants: Cursor, Claude Code, Windsurf
12 min
3No-Code AI App Builders: Bolt.new, Lovable, v0
15 min
4What is Agentic AI? (The Simple Version)
10 min
5The 2026 AI Landscape: Who's Building What
12 min