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  1. Brain-Tumor-Segmentation-using-U-Net Brain-Tumor-Segmentation-using-U-Net Public

    This repository contains a deep learning project for brain tumor segmentation using a 2D U-Net architecture applied to the BraTS2020 dataset. The project includes data preprocessing, model training…

    Jupyter Notebook

  2. MNIST-Handwritten-Digit-Classification MNIST-Handwritten-Digit-Classification Public

    This repository contains a Python implementation of a handwritten digit classification model using a Convolutional Neural Network (CNN) trained on the MNIST dataset. The model achieves high accurac…

    Jupyter Notebook

  3. Comparative_Performance_on_FashionMNIST Comparative_Performance_on_FashionMNIST Public

    This repository explores various machine learning and deep learning models for classifying images from the Fashion MNIST dataset. It includes data exploration, model training, evaluation, and visua…

    Jupyter Notebook

  4. Loan_Default_Prediction_Using_Machine_Learning Loan_Default_Prediction_Using_Machine_Learning Public

    This repository contains a Python-based project that uses machine learning to predict loan defaults. It explores data preprocessing, feature engineering, and model training techniques to build a pr…

    Jupyter Notebook