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3170723 || Natural Language Processing - NLP || SEM - 7 || GTU
3170723 || Natural Language Processing - NLP || SEM - 7 || GTU
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Natural Language Processing (NLP) is a branch of Artificial Intelligence that enables computers to understand, interpret, and generate human language in a meaningful way. It combines linguistics, computer science, and machine learning to bridge the gap between human communication and machine understanding. NLP involves multiple stages such as lexical analysis, syntactic analysis, semantic analysis, and pragmatic analysis to process and derive meaning from text. The typical workflow includes text acquisition, preprocessing (tokenization, stop-word removal, stemming), feature extraction, modeling using machine learning or deep learning techniques like RNN and LSTM, and evaluation. NLP is widely used in applications such as chatbots, machine translation, sentiment analysis, and speech recognition, making it a fundamental technology in modern intelligent systems.
NLP Text Generation Projects
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