I recommend Fortune’s Formula, a book about the Kelly criterion by William Poundstone.

The book's blurb claims it "... traces how the Kelly formula sparked controversy even as it made fortunes at race tracks, casinos, and trading desks. It reveals the dark side of this alluring scheme, which is founded on exploiting an insider’s edge."

The book is light on math and strong on stories about and interviews with people using the Kelly criterion.