You can.
Right Click -> Open With -> Other... (Always open with checkbox)
is for setting a particular association for the particular file you right-clicked (maybe you always want this file to open in Sublime, but this other one with the same extension in TextEdit, for some reason, etc).
command-I to open the Get Info pane -> expand Open With block -> use dropdown labelled "Use this application to open all documents like this one" -> click Change All... button
is the bulk edit flow