Rapid prototyping
Prove simple physical concepts quickly and iterate
HARDWARE · ROBOTICS · PHYSICAL AI
Go from idea to a working physical proof of concept.
Starting level: genuinely zero.
The outcome
Only learn the necessary engineering principles behind hardware, robotics and physical AI so you can skip theory fluff and go straight to building.
WHAT YOU LEARN
Build safely, measure accurately, make circuits work.

Concepts + topics
Project outcome
Build and debug a working physical input device.
Give a machine behaviour, sensing and movement.

Concepts + topics
Project outcome
Program and assemble your first responsive robot.
Design parts, connect devices and add practical AI.

Concepts + topics
Project outcome
Create a connected object that can sense, respond and communicate.
Source real parts and integrate a complete proof of concept.

Concepts + topics
Project outcome
Finish, test and document a working physical proof of concept.
DEPTH BY TOPIC
We don't have enough time to teach everything in depth, so we prioritise the skills that compound: how to think, design, test and debug — and just enough of each tool to build.
Prove simple physical concepts quickly and iterate
Select sensible common materials and fasteners
Wire and diagnose low-voltage prototypes
Make reliable basic through-hole and wire connections
Read and modify small programs and use libraries
Build sensor → logic → actuator systems
Choose common mechanisms and reason about load
Integrate simple autonomous systems
Create or modify a simple dimensioned part
Slice, print, measure and iterate
Build a simple connected physical device
Operate and modify a prepared physical-computing stack
Use an existing vision library or model inside a prototype
Complete a scaffolded PCB workflow
Recognise major processes and when to use them
Decompose an idea into plausible prototype subsystems
How you learn
No experience required. We start from zero.
Learn each principle by applying it to a real build — not by reading theory in isolation.
Learn how to ask, decipher good AI advice from bad and what to troubleshoot when multiple things could be wrong.

FROM IDEA TO SYSTEM
1.When I move or press a finger, the computer should register a specific key.
2.Use a switch, pressure sensor or bend sensor.
3.A microcontroller.
4.Firmware maps each sensor or input to a keyboard command.
5.USB or Bluetooth.
6.USB power or a small battery.
7.Mount the sensors, wiring and electronics so the hand can still move comfortably.
8.One finger. One sensor. One key.
Then expand it only after that works.
Idea → behaviour → sensing → processing → communication → power → physical build → test → integrate
Who it’s for
Designed for people who want to learn how to make anything without spending years learning theory or in a classroom.
Course partners
Choose how you make