[pj_mukh]

On that note, do any of these courses take a deep dive on the deeper mathematics of neural nets?

[tom_wilde]

Yes, see: https://www.coursera.org/learn/machine-learning

It starts out reaaaally basic but give a thorough grounding of the maths and the intuition behind it.