Your question is a bit too broad, but here is something you may want to read, if you are interested in the Mathematical Analysis of Deep Learning: <a href="https://arxiv.org/pdf/2105.04026.pdf">The Modern Mathematics of Deep Learning</a>, by Berner et al., arXiv:2105.04026.