Word Embedding [Complete Guide]

In this article, we have explained the idea behind Word Embedding, why it is important, different Word Embedding algorithms like Embedding layers, word2Vec and other algorithms.

Table of contents:

Introduction to Word EmbeddingIs Word Embedding Important?Word Embedding Algorithms
3.1. Embedding Layer
3.2. Word2Vec
3.2.1. Skip-Gram
3.2.2. Continuous Bag of Words (CBOW)
3.3. GloVeConclusion

Let us get started.

Introduction to Word Embedding

Maybe some of you that read this article have a basi...