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Raspberry Pi Pico | End-to-end AI Design Tutorial [Example]
Files
Schematic
PCB
Open in Flux
U1
Part Type
Microcontroller
Manufacturer Name
Raspberry Pi
Reviews
![Schematic of Raspberry Pi Pico | End-to-end AI Design Tutorial [Example]](data:image/png;base64,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