Natural Language Processing, abbreviated as NLP helps machines understand and analyse natural languages. It is a field of AI that gives machines the ability to read, understand and derive meaning from human languages. Various search engines such as DuckDuckGo and Google make use of NLP. Voice assistants such as Siri and Alexa, News Feeds like Facebook, Translation systems like Google Translate, and Microsoft word are some of the applications of Natural Language Processing.
Market Intelligence Firm, Tractia, anticipates that the total NLP, hardware and software services market will reach $22.3 Billion by 2025. The average salary is said to be $83,933 per year. NLTK, Gensim, and Standard Toolkit are some of the open-source software available for NLP.
Great Learning offers a Deep Learning certificate program which covers all the major areas of NLP, including Recurrent Neural Networks, Common NLP techniques – Bag of words, POS tagging, tokenization, stop words, Sentiment analysis, Machine translation, Long-short term memory (LSTM), and Word embedding – word2vec, GloVe.0