To avoid responding with "that's what Andrew NG said" when asked about the reason behind choosing an 80% training and 20% validation split, consider this explanation.
Read it!A good old linear regression and Italian food. What more could you ask for?
Read it!A compilation of several examples that illustrate the motivation behind open sourcing a machine learning model.
Read it!