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Electricity Demand Forecasting using LSTM — project thumbnail preview
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Electricity Demand Forecasting using LSTM

This project builds a stacked LSTM network that forecasts the next 24 hours of electricity demand from a 7-day window of hous...

Matplotlib Jupyter notebook Git
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Resume Screening & Candidate Matching using NLP — project thumbnail preview
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Resume Screening & Candidate Matching using NLP

This project builds an NLP pipeline that reads resumes (PDF/DOCX), extracts skills, experience and education, and ranks candi...

scikit-learn Jupyter notebook Git
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Parkinson's Disease Detection from Voice using Machine Learning — project thumbnail preview
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Parkinson's Disease Detection from Voice using Machine Learning

This project builds a machine-learning screener that detects Parkinson's disease signatures from voice recordings, trained on...

Jupyter notebook Python 3 scikit-learn SVM
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Image Captioning using CNN-LSTM (Flickr8k) — project thumbnail preview
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Image Captioning using CNN-LSTM (Flickr8k)

This project builds an image-captioning system that writes English descriptions of photographs, combining a ResNet-101 CNN en...

PyTorch Jupyter notebook Python 3
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Brain Tumor Detection from MRI using CNN — project thumbnail preview
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Brain Tumor Detection from MRI using CNN

This project trains a convolutional neural network to classify brain MRI slices into glioma, meningioma, pituitary tumor or n...

Jupyter notebook Python 3 TensorFlow · Keras
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Credit Card Fraud Detection using Machine Learning — project thumbnail preview
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Credit Card Fraud Detection using Machine Learning

This project builds a machine-learning fraud scorer for credit card transactions, trained on the public Kaggle dataset of 284...

Jupyter notebook Python 3 pandas · NumPy
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Phishing URL Detection using Machine Learning — project thumbnail preview
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Phishing URL Detection using Machine Learning

This project builds a machine-learning classifier that scores URLs for phishing risk from 30 lexical, host and brand-imperson...

Jupyter notebook Python 3 pandas · NumPy
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Music Genre Classification using CNN (GTZAN) — project thumbnail preview
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Music Genre Classification using CNN (GTZAN)

This project trains a convolutional neural network to classify music into 10 genres from mel spectrograms, using the GTZAN da...

Jupyter notebook Python 3 TensorFlow · Keras
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Fake News Detection using BERT (LIAR) — project thumbnail preview
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Fake News Detection using BERT (LIAR)

This project fine-tunes BERT-base to classify the truthfulness of news claims, trained on the LIAR dataset of 12,836 fact-che...

Jupyter notebook Python 3 scikit-learn metrics
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