How to decide number of Layers and Units in a Layer?

Course Q&A Machine Learning Specialization Advanced Learning Algorithms
22

No, that’s not correct.

The 400 input pixels are being weighted and combined into 25 separately trained units.

All 400 pixels are input to each unit.