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1. Convolutional-Neural-Network-CNN-for-Image-Classification Convolutional-Neural-Network-CNN-for-Image-Classification Public

   This project implements a Convolutional Neural Network (CNN) using PyTorch for classifying images into two categories: cats and dogs. The model is trained on a dataset with preprocessing steps and …

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2. Breast-Cancer-Detection-using-Logistic-Regression Breast-Cancer-Detection-using-Logistic-Regression Public

   This project utilizes Logistic Regression for breast cancer classification, incorporating data visualization to enhance understanding. It covers the entire workflow, from data import to model evalu…

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3. Artificial-Neural-Network-for-Combined-Cycle-Power-Plant-Energy-Output-Prediction Artificial-Neural-Network-for-Combined-Cycle-Power-Plant-Energy-Output-Prediction Public

   This project demonstrates the implementation of an Artificial Neural Network (ANN) model to predict the net hourly electrical energy output of a Combined Cycle Power Plant (CCPP).

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4. Natural-Language-Processing-Text-Classification Natural-Language-Processing-Text-Classification Public

   This project applies NLP techniques to classify restaurant reviews. It preprocesses text, creates a Bag of Words model, and uses multiple classifiers. A 3D confusion matrix visualization is include…

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