BEGINNER → BUILDER → DESIGNER

Choose an outcome, then follow the connections.

Paths are recommendations, not walls. You can change direction at any time; prerequisite links will show what to learn first.

01
6 stages

AI

Understand and use modern AI responsibly

1AI basics2Prompting3Python4Machine learning5Neural networks6AI projects
02
6 stages

Machine learning

Train, evaluate, and improve small models

1Python2Data3Supervised learning4Evaluation5Neural networks6Vision & NLP
03
7 stages

Arduino

Control sensors, motors, and a simple robot

1Electronics2Arduino basics3Inputs4Sensors5Motors6Communication7Robots
04
7 stages

Raspberry Pi

Build a networked camera and local-AI system

1Linux2Python3GPIO4Sensors5Camera6Networking7Local AI
05
7 stages

Robotics

Design a complete sense-decide-act loop

1Electronics2Programming3Sensors4Motors5Control6Navigation7Vision
06
8 stages

AI robotics

Create an autonomous vision robot

1Python2ML3Raspberry Pi4Arduino5Sensors6Vision7Control8Autonomy
THE SHARED PROGRESSION
1Explore2Learn3Practice4Build5Modify6Design7Combine