Machine Learning Projects on NLP

Natural language processing (NLP) is a widely discussed and studied subject these days. NLP, one of the oldest areas of machine learning research, is used in major fields such as machine translation speech recognition and word processing. In this article, I’ll walk you through 20 Machine Learning projects on NLP solved and explained with the Python programming language.

20 Machine Learning Projects on NLP

  1. Resume Screening with Python
  2. Named Entity Recognition with Python
  3. Sentiment Analysis with Python
  4. Keyword Extraction with Python
  5. Spelling Correction Model with Python
  6. Keyboard Autocorrection Model
  7. Election Results Prediction by analyzing Tweets
  8. NLP for Other languages
  9. Text Classification using Deep Learning
  10. Summarize Text with Machine Learning
  11. Hate Speech Detection Model
  12. Keyword Research with Python
  13. Whatsapp Group Chat Analysis
  14. Next Word Prediction Model
  15. Fake News detection Model
  16. NLP for Whatsapp Chats
  17. Twitter Sentiment Analysis
  18. SMS Spam Detection Model
  19. Movie Reviews Sentiment analysis
  20. Amazon Product Reviews Sentiment Analysis

How Natural Language Processing Works?

Natural language processing is an integral area of ​​computing in which machine learning and computational linguistics are widely used. This area mainly aims to make human and computer interaction easy but efficient.

The machine learns the syntax and meaning of human language, processes it and gives the output to the user. The field of NLP involves creating computer systems to perform meaningful tasks with natural language understandable to humans.

The reason why natural language processing is so important in the future is that it helps us build models and processes that take chunks of information as input and as voice or text or both and manipulate them according to the algorithm inside the computer.

Hope you liked this article on 20 Machine Learning Projects On NLP Or Natural Language Processing With Python Programming Language. Please feel free to ask your valuable questions in the comments section below.

Aman Kharwal
Aman Kharwal

I'm a writer and data scientist on a mission to educate others about the incredible power of data📈.

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