NLP, Neural Networks, Python, TensorFlow, Deep Learning.
encode all the words but that will result in a sparse matrix, you will lose the notion of similarity between them — a big NO-NO. Neural networks work best with dense layers. Therefore we feed the Embedding layer to the neural networks. References: Practical Natural Language Processing: A