Tokenization

It is a simple concept where we split a text into meaningful segments.

Similarity Using GloVe

Knowing similarity between two sentences/words helps a lot. GloVe helps in finding similarity. GloVe is an unsupervised learning algorithm for obtaining vector representations for words.

They are 78% similar !! WooW !

Named Entity Recognition

It is also called entity identification or entity extraction. It is a process of finding and classifying named entities existing in the given text into pre-defined categories.

NORP stands for Nationalities or religious or political groups

Regular Expressions

It  is primarily used for pattern-matching, which ensures that the data we are processing is correct or not.