NLTK In Machine Learning

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What is NLP?

NLP is a field in machine learning with the ability of a computer to understand, analyze, manipulate, and potentially generate human language.

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NLP In Real Life:

  • Information Retrieval

  • Information Extraction

  • Machine Translation

  • Text Simplification

  • Sentiment Analysis

  • Text Summarization

  • Spam Filter

  • Auto-Predict

  • Auto-Correct

  • Speech Recognition

  • Question Answering

  • Natural Language Generation

What is NLTK?

NLTK is a popular open-source package in Python. Rather than building all tools from scratch, NLTK provides all common NLP Tasks.

 

Installing NLTK:

Use pip command to install nltk:

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!pip install nltk

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Importing nltk libraries:

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import nltk

nltk.download()

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Important NLTK Projects

  • Textblob

  • Ai chatbot framework

  • Stosight

  • Wikiquiz

  • Cltk

  • Text Classification

  • Orange2 Text

  • etc.