A lot of the 'classics' were covered by /u/FAderp91, so I'll recommend 2 of my personal favourites that might not be as well known:
Mickey Mantle's: Anecdotes about classic baseball stories and the running of an iconic sports bar.
Out of my league: A book about a fringe minor league player's crazy life, especially struggles between his family and doing what he loves.