Overview:

Basic Word Representations

Word Embeddings

How to create Word Embeddings

Word Embedding Methods

Continuos Bag of Words Model

Cleaning and Tokenization

Sliding Window of Words (Extract Center and context Words)

Transforming Words into Vectors

Architecture of the CBOW Model

Training a CBOW Model

Extracting Word Embedding Vectors

Evaluating Word Embeddings:

Libraries: