Where should you start?

I can write and run a Python script that uses a library like NumPyM0

I can multiply a 2x2 matrix by a vector in your head and explain what it did geometricallyM1

I can solve a least squares problem and explain why it's "the best fit"M1

I can describe the position and orientation of any object with a transformM2

I can compute forward kinematics for a simple arm by hand and in codeM2

I can train and evaluate a CNN in PyTorchM3

I can explain attention in one paragraph without equationsM3

I can write a robot's goal as a cost functionM4

I can explain dynamic programming and the Bellman equationM4

I can explain the difference between imitation learning and reinforcement learningM5

I can train PPO and SAC and read a learning curveM5