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Python-nltk

85 posts

Introduction to textblob in NLP

Last Updated: 23 July 2025

TextBlob is a simple Python library for processing and analyzing text data. It builds on NLTK and Pattern, providing an easy to use interface for tasks like tokenization, ...read more

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Topic Modeling with NLTK

Last Updated: 23 July 2025

Topic modeling is a way to automatically find hidden themes or topics in a large collection of text. With NLTK you can do the first important step which is cleaning and pr...read more

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Natural-language-processing

Last Updated: 23 July 2025

The Natural Language Toolkit (NLTK) is a Python library used for working with human language data. Widely used in the field of Natural Language Processing (NLP), NLTK prov...read more

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Tokenization vs Embeddings

Last Updated: 23 July 2025

Tokenization and Embeddings are two most fundamental and important concepts in Natural Language processing. Tokenization is a method used to split a huge corpus of data in...read more

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AI-ML-DS With Python

NLTK Sentiment Analysis Tutorial For Beginners

Last Updated: 23 July 2025

Sentiment analysis, also known as opinion mining, is a crucial aspect of natural language processing (NLP) that involves determining the sentiment or emotion expressed in ...read more

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AI-ML-DS With Python

Data Science Blogathon 2024

Text Preprocessing in NLP

Last Updated: 23 July 2025

Natural Language Processing (NLP) has advanced significantly and now plays an important role in multiple real-world applications like chatbots, search engines and sentimen...read more

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Generate bigrams with NLTK

Last Updated: 01 May 2024

Bigrams, or pairs of consecutive words, are an essential concept in natural language processing (NLP) and computational linguistics. Their utility spans various applicatio...read more

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AI-ML-DS With Python

How To Remove Nltk From Python

Last Updated: 27 January 2024

In Python, NLTK, or Natural Language Toolkit, is a powerful library that is used for human language data. This library provides tools for tasks like tokenization, stemming...read more

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Geeks Premier League 2023

Create a Simple Sentiment Analysis WebApp using Streamlit

Last Updated: 17 April 2023

In this article, we will see how we can create a simple Sentiment Analysis webApp using with the help of Streamlit Module in Python.Required Modules:For this, we will need...read more

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Web Technologies

Building an Autocorrector Using NLP in Python

Last Updated: 23 July 2025

Autocorrect feature predicts and correct misspelled words, it helps to save time invested in the editing of articles, emails and reports. This feature is added many websit...read more

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LSTM Based Poetry Generation Using NLP in Python

Last Updated: 23 July 2025

One of the major tasks that one aims to accomplish in Conversational AI is Natural Language Generation (NLG) which refers to employing models for the generation of natural...read more

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Python-matplotlib

Python-Tensorflow

iNLTK: Natural Language Toolkit for Indic Languages in Python

Last Updated: 23 July 2025

We all are aware of the popular NLP library NLTK (Natural Language Tool Kit), which is used to perform diverse NLP tasks and operations. NLTK, however, is limited to deali...read more

Machine Learning

Twitter Sentiment Analysis on Russia-Ukraine War Using Python

Last Updated: 23 July 2025

The role of social media in public opinion has been profound and evident since it started gaining attention. Social media allows us to share information in a great capacit...read more

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Python-projects

AI-ML-DS With Python

Lesk Algorithm in NLP - Python

Last Updated: 26 October 2022

In Natural Language Processing (NLP), word sense disambiguation (WSD) is the challenge of determining which "sense" (meaning) of a word is activated by its use in a specif...read more

Natural-language-processing

Python - Compute the frequency of words after removing stop words and stemming

Last Updated: 23 July 2025

In this article we are going to tokenize sentence, paragraph, and webpage contents using the NLTK toolkit in the python environment then we will remove stop words and appl...read more

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