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Real-time Group Chat Application with Chat Rooms — project thumbnail preview
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Real-time Group Chat Application with Chat Rooms

This project builds a real-time group chat application with named rooms, live messaging over WebSockets, typing indicators, e...

PostgreSQL Docker Compose JWT authentication
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E-Learning Course Platform with Video Lessons and Progress Tracking — project thumbnail preview
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E-Learning Course Platform with Video Lessons and Progress Tracking

This project builds a complete e-learning platform: a searchable course catalog, video lessons with resume playback, lesson q...

Docker Compose MongoDB JWT authentication
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Secure File Sharing Web App with Expiring Links — project thumbnail preview
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Secure File Sharing Web App with Expiring Links

This project builds a secure file-sharing web app where uploads become self-destructing links: set an expiry, add an optional...

PostgreSQL Docker Compose Node.js · Express
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Real-time Collaborative Whiteboard with WebSockets — project thumbnail preview
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Real-time Collaborative Whiteboard with WebSockets

This project builds a real-time collaborative whiteboard where multiple users draw on the same canvas simultaneously. Strokes...

Docker Compose HTML5 Canvas Node.js · Express
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Employee Attrition Prediction using Machine Learning — project thumbnail preview
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Employee Attrition Prediction using Machine Learning

This project trains gradient-boosting classifiers on the IBM HR Analytics dataset (1,470 employees, 35 features) to predict w...

scikit-learn Jupyter notebook Python 3
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Flower Species Classification using CNN (Oxford 102) — project thumbnail preview
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Flower Species Classification using CNN (Oxford 102)

This project fine-tunes a ResNet-50 network to identify 102 flower species from photos, using the Oxford 102 Flowers dataset...

Jupyter notebook Python 3 scikit-learn metrics
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Diabetes Risk Prediction using Machine Learning — project thumbnail preview
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Diabetes Risk Prediction using Machine Learning

This project trains machine-learning classifiers on the Pima Indians Diabetes dataset to estimate diabetes risk from 8 clinic...

scikit-learn Jupyter notebook Python 3
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Fruit Freshness Classification using CNN — project thumbnail preview
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Fruit Freshness Classification using CNN

This project trains a convolutional neural network to judge fruit freshness — it identifies apples, bananas and oranges in a...

Jupyter notebook Python 3 TensorFlow · Keras
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Extractive Question Answering using BERT (SQuAD) — project thumbnail preview
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Extractive Question Answering using BERT (SQuAD)

This project builds a machine-reading system: give it a passage and a question, and it finds the exact text span that answers...

Jupyter notebook Hugging Face Datasets Git
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