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Month: October 2023

Top 10 Natural Language Processing NLP Tools in 2021

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Machine Learning, NLP: Text Classification using scikit-learn, python and NLTK by Javed Shaikh It is beneficial for many organizations because it helps in storing, searching, and retrieving content from a substantial unstructured data set. • Deep learning (DL) algorithms use sophisticated neural networks, which mimic the human brain, to extract meaningful information from unstructured data, including text, audio and images. It's a follow-up to NLTK that includes pre-trained statistical models and word vectors. Word embeddings are used in NLP to represent words in a high-dimensional vector space. The raw text data often referred to as text corpus has a lot of noise. There are punctuation, suffices and stop words that do not give us any information. Text Processing involves preparing the...