![]() RNN (Recurrent Neural Network) is a type of neural network that is generally used to develop speech and text-related models such as speech recognition and natural language processing models. ![]() This article assumes that the reader has basic knowledge about CNN & RNN. In this article, you will be using Bi-Directional LSTM along with word2vec to get better results. There are several ways to detect feelings. In this article, we will focus on emotion detection for text data. Take the example of Amazon where sentiment models categorize reviews as positive, negative, and neutral, based on Amazon knowing whether a product is good or not. ![]() Take the example of Twitter where millions of users tweet and an ML model can read all posts and can categorize the emotion behind the tweets.
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