A simple Bing/Google search brought this up.
The E series was EMD's successful line of passenger diesels which spanned nearly 30 years of production from the 1930s to 1960s.
www.american-rails.com
The term EA refers to the cabin unit or A-unit where the engineer and crew sit. The EB refers to the B-unit refers to the additional booster.