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Hands-on-Practice: 20-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.

Here, 20 Machine Learning projects on NLP solved and explained with the Python programming language for self-study.

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🖥️ 𝟮𝟬 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝘀 𝗼𝗻 𝗡𝗟𝗣 🖥️

SL. No. Project Name Links
1 Resume Screening with Python (https://thecleverprogrammer.com/2020/12/06/resume-screening-with-python/)
2 Named Entity Recognition with Python https://thecleverprogrammer.com/2020/08/04/named-entity-recognition-ner/
3 Sentiment Analysis with Python https://thecleverprogrammer.com/2020/12/07/sentiment-analysis-with-python/
4 Keyword Extraction with Python https://thecleverprogrammer.com/2020/12/01/keyword-extraction-with-python/
5 Spelling Correction Model with Python https://thecleverprogrammer.com/2020/11/30/correct-spellings-with-python/
6 Keyboard Autocorrection Model https://thecleverprogrammer.com/2020/10/04/autocorrect-with-python/
7 Election Results Prediction by analyzing Tweets https://thecleverprogrammer.com/2020/10/01/predict-us-elections-with-python/
8 NLP for Other languages https://thecleverprogrammer.com/2020/09/09/nlp-for-other-languages-with-machine-learning/
9 Text Classification using Deep Learning https://thecleverprogrammer.com/2020/08/31/text-classification-with-tensorflow-in-machine-learning/
10 Summarize Text with Machine Learning https://thecleverprogrammer.com/2020/08/24/summarize-text-with-machine-learning/
11 Hate Speech Detection Model https://thecleverprogrammer.com/2020/08/19/hate-speech-detection-model/
12 Keyword Research with Python https://thecleverprogrammer.com/2020/08/14/keyword-research-with-python/
13 Whatsapp Group Chat Analysis https://thecleverprogrammer.com/2020/08/06/whatsapp-group-chat-analysis/
14 Next Word Prediction Model https://thecleverprogrammer.com/2020/07/20/next-word-prediction-model/
15 Fake News detection Model https://thecleverprogrammer.com/2020/07/18/fake-news-detection-model/
16 NLP for Whatsapp Chats https://thecleverprogrammer.com/2020/07/16/nlp-for-whatsapp-chats/
17 Twitter Sentiment Analysis https://thecleverprogrammer.com/2020/06/13/twitter-sentiment-analysis/
18 SMS Spam Detection Model https://thecleverprogrammer.com/2020/06/12/sms-spam-detection-with-machine-learning/
19 Movie Reviews Sentiment analysis https://thecleverprogrammer.com/2020/05/25/movie-reviews-sentiment-analysis-binary-classification-with-machine-learning/
20 Amazon Product Reviews Sentiment Analysis https://thecleverprogrammer.com/2020/05/15/amazon-product-reviews-sentiment-analysis-with-machine-learning/

Happy Learning! 👩‍💻

𝘕𝘰𝘵𝘦: 𝘛𝘩𝘪𝘴 𝘭𝘪𝘴𝘵 𝘪𝘴 𝘤𝘰𝘯𝘵𝘪𝘯𝘶𝘰𝘶𝘴𝘭𝘺 𝘶𝘱𝘥𝘢𝘵𝘦𝘥. - 𝘠𝘰𝘶 𝘤𝘢𝘯 𝘵𝘢𝘬𝘦 𝘱𝘶𝘭𝘭 𝘳𝘦𝘲𝘶𝘦𝘴𝘵 𝘢𝘯𝘥 𝘤𝘰𝘯𝘵𝘳𝘪𝘣𝘶𝘵𝘦. 𝘈𝘭𝘭 𝘓𝘪𝘯𝘬𝘴 𝘢𝘳𝘦 𝘵𝘦𝘴𝘵𝘦𝘥 𝘢𝘯𝘥 𝘸𝘰𝘳𝘬𝘪𝘯𝘨 𝘧𝘪𝘯𝘦. 𝘗𝘭𝘦𝘢𝘴𝘦 let me know if any 𝘭𝘪𝘯𝘬 𝘥𝘰𝘦𝘴𝘯'𝘵 𝘸𝘰𝘳𝘬.