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Natural-language-processing

170+ posts

Sentiment Analysis using LSTM

Last Updated: 05 June 2025

Sentiment Analysis is a popular technique in Natural Language Processing (NLP) used to identify the emotional tone behind a body of text. Whether it’s a movie review, a tw...read more

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Natural-language-processing

Machine Learning

What are Vector Embeddings?

Last Updated: 03 June 2025

Vector embedding are digital fingerprints or numerical representations of words or other pieces of data. Each object is transformed into a list of numbers called a vector....read more

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Natural-language-processing

What are embedding models

Last Updated: 03 June 2025

Embedding models are the type of machine learning model designed to represent data in a continuous, low dimensional vector space called embedding. Embedding are numerical ...read more

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Natural-language-processing

How to use LLMs for Regression

Last Updated: 06 June 2025

LLMs, while originally designed for text-based tasks, can be fine-tuned or prompted for regression by treating the numeric prediction as a language generation problem. Reg...read more

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Natural-language-processing

What are Small Language Models (SLMs)

Last Updated: 07 June 2025

Small Language Models (SLMs) are natural language processing (NLP) models with relatively fewer parameters (typically millions to a few hundred million) compared to Large ...read more

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Natural-language-processing

AI-ML-DS With Python

Part of Speech (POS) tagging with Hidden Markov Model

Last Updated: 10 June 2025

Part of Speech (POS) tagging is the process of assigning a grammatical category to each word in a sentence based on its role in the context. These categories include noun,...read more

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Natural-language-processing

AI-ML-DS With Python

Token Classification in Natural Language Processing

Last Updated: 12 June 2025

Token classification is a core task in Natural Language Processing (NLP) where each token (typically a word or sub-word) in a sequence is assigned a label. This task is im...read more

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Natural-language-processing

AI-ML-DS With Python

Last Updated: 11 June 2025

In recent years, Large Language Model (LLM) agents have emerged as a transformative force in artificial intelligence. Unlike traditional chatbots that rely on predefined r...read more

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Natural-language-processing

Artificial Intelligence

Multimodal Embedding

Last Updated: 13 June 2025

Multimodal embedding combines different types of data models into a shared embedding space. It is a powerful approach in machine learning that aims to combine and represen...read more

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Natural-language-processing

AI-ML-DS With Python

Natural Semantic Metalanguage

Last Updated: 16 June 2025

Natural Semantic Metalanguage (NSM) is a linguistic theory and methodology developed to understand and describe the meanings of words and concepts in any language using a ...read more

Natural-language-processing

AI-ML-DS With Python

Semantic Search vs Vector Search

Last Updated: 20 June 2025

The increasing use of LLMs and AI technologies has revolutionised how organizations retrieve information. Traditional keyword-based searches often struggle to capture the ...read more

Natural-language-processing

AI-ML-DS With Python

NLP with Deep Learning

Last Updated: 28 June 2025

Natural Language Processing (NLP) is a subfield of AI focused on making machines to understand, interpret, generate and respond to human language. Deep Learning (DL) invol...read more

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Natural-language-processing

Text Classification Using NLTK

Last Updated: 28 June 2025

Text classification is a fundamental task in Natural Language Processing (NLP) that involves assigning categories or labels to text based on its content. One of the most a...read more

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Natural-language-processing

AI-ML-DS With Python

spaCy for Natural Language Processing

Last Updated: 30 June 2025

spaCy is an open-source library for advanced Natural Language Processing (NLP) in Python. Developed by Matthew Honnibal and Ines Montani, spaCy is designed to be fast, eff...read more

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Natural-language-processing

Topic Modeling with NLTK

Last Updated: 03 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

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