Natural Language Processing with Deep Learning in Python

Overview

Complete guide on deriving and implementing word2vec, GloVe, word embeddings, and sentiment analysis with recursive nets What you'll learn: Understand and implement word2vecUnderstand the CBOW method in word2vecUnderstand the skip-gram method in word2vecUnderstand the negative sampling optimization in word2vecUnderstand and implement GloVe using gradient descent and alternating least squaresUse recurrent neural networks for parts-of-speech taggingUse recurrent neural networks for named entity recognitionUnderstand and implement recursive neural networks for sentiment analysisUnderstand and implement recursive neural tensor networks for sentiment analysisUse...