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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

Building a Basic PDF Summarizer LLM Application with LangChain

Last Updated: 18 June 2025

A PDF summarizer is a specialized tool built using LangChain designed to analyze the content of PDF documents providing users with concise and relevant summaries. The appl...read more

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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

What is vector search?

Last Updated: 21 June 2025

Vector search is a smart way of finding things that are similar in meaning not just in words. It works by turning data like text, images or videos into numbers called vect...read more

Introduction to ChromaDB

Last Updated: 01 July 2025

With the rise of large language models (LLMs) and their applications, need of vector databases also increased and ChromaDB is an open-source vector database designed to st...read more

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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

Semantic Analysis with NLTK

Last Updated: 02 July 2025

Semantic Analysis in NLP is the process of extracting meaning from text beyond just the words themselves. While syntax focuses on structure semantics helps machines unders...read more

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AI-ML-DS With Python

Dependency Parsing with NLTK

Last Updated: 02 July 2025

Dependency parsing is a way to understand how words in a sentence are connected. It finds which words depend on others. In NLTK, there is no built in full dependency parse...read more

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AI-ML-DS With Python

NLTK for Topic Modeling

Last Updated: 02 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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