Machine Learning was shortlisted as a finalist for the 2019 PROSE Award in Physical Sciences & Mathematics Textbook。The PROSE Awards, hosted by the Professional and Scholarly Publishing division of the Association of American Publishers, recognize the best new works in professional and scholarly publishing.

PROSE Awards honor books that provide groundbreaking contributions to the scholarly community through works that are rigorously researched, exceptionally edited and produced, and compellingly written.