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NLP-Projects

46 posts

Transfer Learning with Hugging Face

Last Updated: 14 April 2026

Transfer learning is a technique where pre-trained models are adapted for specific tasks using smaller, task-specific datasets. It helps leverage knowledge learned from la...read more

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Artificial Intelligence

Sentiment Analysis on IMDB Movie Reviews

Last Updated: 23 July 2025

Sentiment Analysis is a Natural Language Processing (NLP) technique used to determine the emotional tone behind text. In this article, we will explore how sentiment analys...read more

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AI-ML-DS With Python

Building a Text-Based Adventure Game with SpaCy

Last Updated: 01 April 2026

Text based adventure games allow players to explore stories by typing commands instead of clicking buttons. Here, we build a simple game where a player navigates a fiction...read more

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AI-ML-DS With Python

Text-to-Video Synthesis using HuggingFace Model

Last Updated: 14 April 2026

Text-to-video synthesis is an emerging AI capability where models generate short video clips from textual descriptions.Converts text prompts into visual video sequencesUse...read more

Computer Vision Projects

Artificial Intelligence

Data Science Blogathon 2024

Sentiment Analysis of Restaurant Reviews - Machine Learning Project

Last Updated: 23 July 2025

Online reviews are essential in our decision-making process for choosing where to eat, what to buy, and which services to use. But how do businesses interpret the signific...read more

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AI-ML-DS With Python

Data Science Blogathon 2024

Generating Music Using ABC Notation

Last Updated: 23 July 2025

Music generation involves creating musical compositions using various methods, including manual composition, algorithmic processes, and digital tools. ABC Notation is a te...read more

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AI-ML-DS With Python

Data Science Blogathon 2024

Building a Rule-Based Chatbot with Natural Language Processing

Last Updated: 04 May 2026

A rule-based chatbot follows a set of predefined rules or patterns to match user input and generate an appropriate response. The chatbot can’t understand or process input ...read more

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AI-ML-DS With Python

Audio Seq2Seq Model

Last Updated: 23 July 2025

The sequence-to-sequence model has gained a considerable amount of attention and interest in the past few years due to its remarkable capability to generate speech of exce...read more

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Data Science Blogathon 2024

Text Preprocessing in NLP

Last Updated: 02 May 2026

Raw text data is often unstructured, noisy and inconsistent, containing typos, punctuation, stopwords and irrelevant information. Text preprocessing converts this data int...read more

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Build RAG pipeline using Open Source Large Language Models

Last Updated: 24 July 2025

In this article, we will implement Retrieval Augmented Generation aka RAG pipeline using Open-Source Large Language models with Langchain and HuggingFace. Open Source LLMs...read more

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Geeks Premier League

Geeks Premier League 2023

Audio Classification using Hugging face

Last Updated: 14 April 2026

Audio classification using models from Hugging Face enables developers to automatically categorize audio data into predefined classes such as speech, music, emotions or en...read more

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Geeks Premier League

Geeks Premier League 2023

Connectionist Temporal Classification

Last Updated: 23 July 2025

CTC is an algorithm employed for training deep neural networks in tasks like speech recognition and handwriting recognition, as well as other sequential problems where the...read more

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Geeks Premier League

Geeks Premier League 2023

Transformer XL: Beyond a Fixed-Length Context

Last Updated: 23 July 2025

Transformer XL is short for Transformer Extra Long. The Transformer-XL model was introduced in the paper titled "Transformer-XL: Attentive Language Models Beyond a Fixed-L...read more

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Automatic Speech Recognition using CTC

Last Updated: 23 July 2025

We use speeches to express ourselves. But sometimes it is crucial to store our speech in text format. One such technology is Automatic Speech Recognition which converts sp...read more

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Geeks Premier League

Geeks Premier League 2023

Machine Translation with Transformer in Python

Last Updated: 07 May 2026

Machine translation is the process of converting text from one language to another using AI models. Modern systems, such as Google Translate, rely on advanced architecture...read more

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