What are some good books to get more theoretical understanding? – reddit discussion
- “Understanding machine learning” by Shai Ben-David
- “High-dimensional probability” by Vershynin
- “Foundations of Data Science” by Blum/Hopcroft/Hannan
- Optimization by Boyd and Vand.,
- Numerical optimization by Nocedal and Wright
- Numerical Algorithms by Solomon