What is NLP in machine learning?

Question

Can anyone tell me the applications of NLP in machine learning?

Answer 1

NLP along with Machine learning can be used to make machines understand and analyze the human language. Machine learning for NLP helps data scientists to bring usable data and insights from unstructured data like text.

NLP in machine learning has a lot of applications like

Spam classification: In Gmail, to automatically classify spam emails and sent them to spam box. 

Twitter Sentiment analysis: When a new product is launched, to know the reviews are positive or negative for that product.

Language Translation: Google uses NLP to translate the text from one language to another.

Text Summarization: To summarize the total passage into a few lines.

Auto-correction: Google uses NLP to auto-correct the wrongly spelled words.

Chatbot: Many banks use NLP to build the chatbot to interact with the customers.

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You can more about NLP in machine learning from this video on NLP with python:

Answer 2

Natural Language Processing, or NLP is broadly defined as the manipulation of natural language, like speech and text, by using software. In other words natural language refers to the way humans use to communicate with each other like- text, speech etc.

So, NLP in machine learning means making computers to understand, analyze and respond to human language.

Answer 3

NLP stands for natural language processing. It is a Machine Learning technique that deals with processing and analyzing natural human languages like English. It is used in sentiment analysis and speech recognition.

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