Introduction to AI
What AI actually means, how people have tried to build it, and why learning from data took over.
The front door of AI & ML Foundations, and the only path in it that assumes nothing at all. Start with the definition — why the word keeps moving, and the one meaning of it that can actually be scored. Then the map: every approach the field has tried, organised by a single question. Then the two that came first, rules and search, taken seriously and pushed until they break — which is the reason machine learning exists.
Available
12
lessons
Coming soon
0
lessons
Total time
2 hr 31 min
Cert
70%
to pass
Earn: Expedify Certified — Introduction to AI
What you'll learn
Where judgment fails
Before any definition: eight questions about decisions people actually make, answered before anything is explained. What a piece of evidence is worth, what you never went looking for, what your own judgment costs you — and why a rule written on paper beats the expert who wrote it.
What it is
The definition, and the map of every way people have tried to build it.
The machines that came first
Search and reasoning — the two branches of AI that arrived before anything learned, taken seriously and then pushed until they break.
Why it stopped working
Two walls: hand-written knowledge that stops paying, and knowledge nobody can write down at all.
Earn your certificate
Final assessment
Sign in and complete 80% of the path to unlock
Final assessment
Pass the 70% assessment · 8 questions · to earn the Expedify Certified — Introduction to AI.
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