Data science for mathematicians

Programming with data / Sean Raleigh

Linear algebra / Jeffery Leader

Basic statistics / David White

Clustering / Amy S. Wagaman

Operations research / Alice Paul and Susan Martonosi

Dimensionality reduction / Sofya Chepushtanova, Elin Farnell, Eric Kehoe, Michael Kirby, and Henry Kvinge

Machine learning / Mahesh Agarwal, Nathan Carter, and David Oury

Deep learning / Samuel S. Watson

Topological data analysis / Henry Adams, Johnathan Bush, Joshua Mirth