← All learning paths→→→→→→→
Curious Builders
Learn AI. Never Forget.
1
AI Is Prediction
FreeOne idea explains ChatGPT, Netflix, fraud alerts, and self driving cars.
16 min · 11 steps
2
Rules Versus Learning
FreeWhen should a human write the rules, and when should the data write them?
15 min · 10 steps
3
Talking to AI: Prompting
AccountSame model, same question. A good prompt gets an answer ten times better.
16 min · 11 steps
4
How AI Reads: Tokens And Meaning
AccountA model never sees your words. It sees numbers. Here is the translation.
17 min · 10 steps
5
Neurons And Deep Learning
AccountA neural network is stacked prediction units, not a digital brain.
20 min · 10 steps
6
Why AI Makes Things Up
AccountModels do not lie. They predict fluent text, and fluent is not the same as true.
16 min · 9 steps
7
The Real ML Workflow
AccountThe model is twenty percent of the job. The loop around it is the other eighty.
18 min · 9 steps