Stemming : Stemming is a rudimentary rule-based process of stripping the suffixes (“ing”, “ly”, “es”, “s” etc) from a word.
Lemmatization : Lemmatization, on the other hand, is an organized & step by step procedure of obtaining the root form of the word. It uses vocabulary (dictionary importance of words) and morphological analysis (word structure and grammar relations).