Roadmap for those who want to become a robotics engineer:

*   Programming → Python, C++
*   Mathematics → Linear algebra, calculus, probability theory
*   Electronics → Sensors, motors, power systems
*   Embedded systems → Microcontrollers, real-time operating systems, hardware interaction
*   Control theory → PID controllers, modeling, stability
*   Mechanics → Kinematics, dynamics, CAD systems
*   Linux → Terminal, networking, debugging
*   Robotics software → ROS 2
*   Simulation → Gazebo, Isaac Sim
*   Environmental perception → Computer vision, LiDAR, sensor data fusion
*   Localization → Kalman filters, SLAM
   Motion planning → A, RRT, trajectory generation
*   Manipulator control → Inverse kinematics, object grasping
*   AI for robotics → Reinforcement learning
*   Building your own robots → Drones, rovers, robotic arms
*   Autonomy → Perception → Planning → Control
*   Deployment on real devices → Edge computing, AI directly on board
*   Industrial robotics → PLCs, production automation