Explanation of what NLP is and its significance in data science

Bag of Words (BoW):

TF-IDF (Term Frequency-Inverse Document Frequency):

Tokenization:

Stop Words Removal:

Stemming:

Lemmatization:

Topic Modeling:

Word Embeddings: