One thing you need to understand as you start getting into ML and DL, is matrix multiplication, and it’s something the bootcamp course I took could perhaps have explained better. To be completely honest I don't remember the last time I saw something so simple get over-complicated so much.

matrixmultiplication.xyz is brilliant, and I wish I’d have been pointed at it at the time. Sometimes a picture an animation is worth a thousand words.