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Brain Tumor Detection using CNN — project thumbnail preview
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Brain Tumor Detection using CNN

This project builds a convolutional neural network that detects brain tumors in MRI scans and segments tumor sub-regions — en...

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Loan Default Prediction using Gradient Boosting — project thumbnail preview
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Loan Default Prediction using Gradient Boosting

This project predicts whether a loan applicant will face payment difficulties using gradient-boosted trees. Built on the Home...

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Customer Segmentation using K-Means — project thumbnail preview
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Customer Segmentation using K-Means

This project segments retail customers into actionable groups with K-means clustering. Using the public Mall Customer Segment...

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Credit Card Fraud Detection using Isolation Forest — project thumbnail preview
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Credit Card Fraud Detection using Isolation Forest

This project builds an unsupervised fraud detector for credit-card transactions using the Isolation Forest algorithm. Trained...

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Pneumonia Detection using Chest X-Rays — project thumbnail preview
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Pneumonia Detection using Chest X-Rays

This project builds a deep-learning classifier that screens frontal chest X-rays for pneumonia-related lung opacities. A Dens...

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Resume Screening using NLP — project thumbnail preview
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Resume Screening using NLP

This project builds an NLP pipeline that ranks job applicants by how well their resumes match a job description. It combines...

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Phishing URL Detection using Random Forest — project thumbnail preview
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Phishing URL Detection using Random Forest

A checker that looks at a URL's structure — not the page content — and judges whether it is a phishing attempt. Thirty engine...

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Diabetic Retinopathy Detection using CNN — project thumbnail preview
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Diabetic Retinopathy Detection using CNN

A convolutional neural network that grades diabetic retinopathy across the 5 APTOS severity levels from fundus photographs, b...

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Rainfall Prediction using Machine Learning — project thumbnail preview
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Rainfall Prediction using Machine Learning

A machine-learning system that predicts monthly rainfall and rain probability from public IMD series, lagged features and ENS...

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