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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...
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Data Science
Artificial Intelligence
NLP-Projects
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GenAI
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...
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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...
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NLP-Projects
NLP
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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...
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Blogathon
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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...
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Blogathon
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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...
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Blogathon
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NLP
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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 ...
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NLP-Projects
NLP
AI-ML-DS
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...
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Blogathon
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NLP
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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...
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Python-nltk
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NLP
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AI-ML-DS
NLP
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...
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Geeks Premier League
NLP-Projects
NLP
Geeks Premier League 2023
AI-ML-DS
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...
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Geeks Premier League
NLP-Projects
NLP
Geeks Premier League 2023
AI-ML-DS
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...
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Geeks Premier League
NLP-Projects
NLP
Geeks Premier League 2023
AI-ML-DS
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...
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NLP
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...
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Geeks Premier League
NLP-Projects
NLP
Geeks Premier League 2023
AI-ML-DS
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...
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