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Natural Language Processing (NLP) is a discipline that deals with the interaction between computers and human language. Specifically, NLP seeks to program computers to process or analyze large amounts of natural language data (such as written or spoken text) in such a way that a coherent interpretation or production of the language is achieved.
Some of the main tasks of NLP include:
Creating an NLP model involves several steps, from data collection to model deployment:
These steps provide a general structure, but each NLP project may have its own specificities and require adaptations. NLP model building is both an art and a science, and often requires experimentation and iteration.