This is a fantastic NLP project for newcomers. The method of identifying the language of a body of text entails combing through many dialects, slangs, cross-language common terms, and the use of numerous languages on a single page. This task, however, becomes a lot easier with machine learning. With Facebook's fastText concept, you can create your own language identifier. The model employs word embeddings to comprehend a language and is an expansion of the word2vec tool. Word vectors enable you to map a word based on its semantics — for example, you can get the vector for Queen by subtracting the vector for Male from the vector for King and adding the vector for Female.