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Implementation of 'Fast Learning Algorithm for Deep Belief Networks' by Hinton et al., demonstrating unsupervised pre-training with RBMs and DBNs for effective deep neural network training.
Automating Chest X-ray Diagnosis using CNNs (AlexNet) for classifying respiratory and cardiovascular conditions like Pneumonia. Fine-tuned on Harvard Chest X-ray Dataset 2.
A machine learning project that predicts house prices in Bengaluru based on square footage, BHK, bathrooms, and location. It includes a Flask backend, a trained regression model, and a frontend for…