natural language processing

text preprocessing in NLP
Naveen ๐Ÿ“… Last Updated: 16 Jun, 2026

Text Preprocessing in NLP: Cleaning and Normalization Guide

I will tell you something which most of the NLP tutorials don’t tell you upfront: text preprocessing in NLP accounts...

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Naveen ๐Ÿ“… Last Updated: 12 Dec, 2024

Day 1: 30 days of Natural Language Processing (NLP)

Natural Language Processing (NLP) is a subfield of Artificial Intelligence (AI) that focuses on the interaction between computers and humans...

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Naveen ๐Ÿ“… Last Updated: 12 Dec, 2024

Unleashing Emotions: Vader for Sentiment Analysis

VADER (Valence Aware Dictionary and Sentiment Reasoner) is a lexicon and rule-based sentiment analysis library that is specifically attuned to...

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sentiment analysis using TextBlob
Naveen ๐Ÿ“… Last Updated: 14 Jun, 2026

Sentiment Analysis using TextBlob: A Complete Python Guide

Ever wondered how companies know if customers are happy or angry โ€” just from text? That’s sentiment analysis at work....

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Naveen ๐Ÿ“… Last Updated: 12 Dec, 2024

Step-by-Step Process of Implementing Stemming and Lemmatization in Python?

Install the Natural Language Toolkit (NLTK) library. This library provides a range of tools for natural language processing, including stemming...

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Naveen ๐Ÿ“… Last Updated: 12 Dec, 2024

What is the Normal Distribution?

Probability distribution is the function that shows the probabilities of the outcome of an event or experiment. Consider a feature...

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Naveen ๐Ÿ“… Last Updated: 12 Dec, 2024

What are decorators in Python?

Decorators are used to add some design pattern to a function without changing its structure. Decorators generally are defined before...

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Naveen ๐Ÿ“… Last Updated: 12 Dec, 2024

Hotel Sentiment Analysis using NLP

Whenever we are trying to find hotels for vacation or travel, we always prefer a hotel known for its services....

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Naveen ๐Ÿ“… Last Updated: 12 Dec, 2024

What is doc2vec and word2vec in NLP?

Doc2vec is a technique that extracts semantic information from documents and then uses that information to classify the documents. By...

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Naveen ๐Ÿ“… Last Updated: 12 Dec, 2024

Top 40 Data Science Interview Questions and Answers

1 โ€“ What is F1 score? F1 score is a measure of the accuracy of a model. It is defined...

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Naveen ๐Ÿ“… Last Updated: 12 Dec, 2024

How to Convert text into features?

In this chapter, we’re going to cover introductory to advanced feature engineering (text to features) styles. By the end of...

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Naveen ๐Ÿ“… Last Updated: 12 Dec, 2024

Natural Language Processing Interview questions Part โ€“ 2

1 – What is an ensemble method in NLP? Ensemble methods are a group of machine learning algorithms that work...

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