What is a Language Model?

• A language model is a statistical model that is used to predict the probability of a sequence of words.
• It learns the structure and patterns of a language from a given text corpus and can be used to generate new text that is similar to the original text.
• Language models are a fundamental component of many natural language processing (NLP) tasks, such as machine translation, speech recognition, and text generation.

Building language models is a fundamental task in natural language processing (NLP) that involves creating computational models capable of predicting the next word in a sequence of words. These models are essential for various NLP applications, such as machine translation, speech recognition, and text generation.

In this article, we will build a language model using NLP using LSTM.