How to remove items from a list that contain special characters while iterating

Let's say I have a list called words that contains some items with special characters (anything not alphanumerical).

for i in words: #check if i contains special characters and return True or False #if True, remove i from words

What would I replace the lines that aren't code with in order to do what they say? My list is relatively large.