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Air Quality Index Prediction using Machine Learning — project thumbnail preview
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Air Quality Index Prediction using Machine Learning

This project builds a machine-learning system that forecasts the next day's Air Quality Index from CPCB pollutant history (PM...

Jupyter notebook Git Python 3
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Toxic Comment Detection using NLP (Jigsaw Dataset) — project thumbnail preview
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Toxic Comment Detection using NLP (Jigsaw Dataset)

This project builds a multi-label text classifier that scores online comments across six toxicity categories — toxic, severe...

Jupyter notebook Git Python 3
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Car Model Recognition from Photos using CNN (Stanford Cars) — project thumbnail preview
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Car Model Recognition from Photos using CNN (Stanford Cars)

This project fine-tunes a ResNet-50 convolutional network on the Stanford Cars dataset — 16,185 photos across 196 make–model–...

Jupyter notebook Git Python 3
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Titanic Survival Prediction using Machine Learning — project thumbnail preview
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Titanic Survival Prediction using Machine Learning

This project predicts Titanic passenger survival from the classic Kaggle dataset — 891 training passengers with 12 raw column...

Jupyter notebook Python 3 HTML5 · JavaScript demo
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Skin Lesion Classification using CNN — project thumbnail preview
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Skin Lesion Classification using CNN

This project builds a convolutional neural network that classifies dermatoscopic skin-lesion images into the seven diagnostic...

Jupyter notebook Python 3 HTML5 canvas demo
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Room Occupancy Detection from Environmental Sensors using Machine Learning — project thumbnail preview
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Room Occupancy Detection from Environmental Sensors using Machine Learning

This project builds a machine-learning system that detects whether a room is occupied from environmental sensor readings — te...

Matplotlib Jupyter notebook Git
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Keystroke Dynamics Authentication using Machine Learning — project thumbnail preview
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Keystroke Dynamics Authentication using Machine Learning

This project builds a keystroke-dynamics authentication system that verifies identity from typing rhythm — key-hold (dwell) a...

Matplotlib Jupyter notebook Git
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Bearing Fault Diagnosis from Vibration Signals using 1D CNN — project thumbnail preview
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Bearing Fault Diagnosis from Vibration Signals using 1D CNN

This project builds a 1D convolutional neural network that diagnoses rolling-bearing faults directly from raw vibration signa...

Jupyter notebook Python 3 TensorFlow · Keras
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Content-Based Image Retrieval using Color Histograms — project thumbnail preview
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Content-Based Image Retrieval using Color Histograms

This project builds a content-based image retrieval engine that finds visually similar images with no tags or filenames — onl...

Git Python 3 scikit-learn metrics
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