The Basics.
What Edge AI is, what's inside a phone and how a model learns. Five lessons with no formulas that help you understand everything else.
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01.01
Where AI does its thinking
12 min
A photo takes two different trips, one to a data center and one that stays on the phone. Latency, privacy, cost and network.
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01.02
What's inside your phone
15 min
CPU, GPU and NPU, the memory that matters more than the math, the sensors and the battery. With a tool that measures yours. Measure your phone
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01.03
How a model learns
18 min
Data turned into numbers, layers, weights and loss. Why training costs a lot and using a model costs little. Teach a small network
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01.04
The map of models
14 min
Images, sound, motion, text and numbers, crossed with the tasks. Including the models that aren't neural networks. Which box is it in?
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01.05
The method in seven steps
15 min
From the question to the model inside the phone, with the example of an olive leaf. It works for every kind of model in the course.
The course review → The key concepts and new questions, once you've finished the lessons.