Learning Paths
Progress through the AI Periodic Table from fundamentals to cutting-edge concepts. Each row builds on the previous.
1
Start Here: Primitives
Master the fundamental building blocks of AI
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2
Level Up: Compositions
Learn how primitives combine into powerful patterns
6
Fc
Function Call
intermediate2 hours
7
Vx
Vector DB
intermediate2 hours
8
Rg
RAG
intermediate3 hours
9
Gr
Guardrails
intermediate2 hours
10
Mm
Multimodal
intermediate2 hours
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3
Go Pro: Deployment
Build production-ready AI systems
11
Ag
Agent
advanced4 hours
12
Ft
Fine-tune
advanced5 hours
13
Fw
Framework
intermediate3 hours
14
Re
Red-team
advanced4 hours
15
Sm
Small Models
intermediate2 hours
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4
Cutting Edge: Emerging
Explore the frontier of AI development
16
Ma
Multi-agent
advanced5 hours
17
Sy
Synthetic
advanced3 hours
18
In
Interpretability
advanced4 hours
19
Th
Thinking
intermediate2 hours
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Ready to start your AI learning journey?
Start with Prompts (Pr)