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AI Fundamentals

A non-technical curriculum that builds real understanding of AI — how it works, why it fails, and how to use it intelligently. No math, no code, just durable mental models that make you a confident, critical user of AI tools.

1 pillars1 courses10 concepts
Explore with AI:ChatGPTClaudePerplexity

What you'll learn

Main Path

The mandatory throughline of this roadmap.

  • AI Fundamentals(10 concepts)
    • What AI Actually Is
    • The Landscape of AI Systems
    • How Modern AI Works (Intuition Only)
    • Why AI Makes Mistakes
    • Prompting: Talking to AI Effectively
    • AI as a Tool, Not a Brain
    • Where AI Is Actually Useful
    • Where NOT to Use AI
    • The Future of AI (Grounded, Not Hype)
    • Your Mental Model Going Forward

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Frequently asked questions

What does the AI Fundamentals roadmap cover?
1 courses broken into 10 bite-size concepts, each taught as an interactive lesson with quizzes and spaced review.
Do I need prior experience to start?
No. The roadmap starts from fundamentals and builds in prerequisite order — each concept unlocks the next, so you're never thrown into material you haven't been prepared for. If you already know the basics, a placement check skips you ahead.
Is the AI Fundamentals roadmap free?
You can sign up free and start learning immediately. Mochivia's premium subscription unlocks unlimited daily lessons and the full roadmap depth.

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