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1. spam-sms-detection spam-sms-detection Public

   This project implements a robust machine learning system to classify SMS messages as either Ham (legitimate) or Spam. By combining traditional text vectorization with custom-engineered behavioral f…

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2. Handwritten-Digits-Classification-Keras-MNIST Handwritten-Digits-Classification-Keras-MNIST Public

   This repository features a CNN built with Keras to classify MNIST handwritten digits (0–9). Achieving ~98% accuracy, the model utilizes a sequential architecture with Conv2D, MaxPooling, and Dropou…

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3. Boston-Housing-Prediction-PyTorch Boston-Housing-Prediction-PyTorch Public

   This neural network predicts Boston house prices by using a hidden layer to learn complex, non-linear patterns in the data. The model uses data cleaning and feature scaling, ensuring the math remai…

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4. Pima-Indians-Diabetes-Logistic-Regression-Neural-Network Pima-Indians-Diabetes-Logistic-Regression-Neural-Network Public

   This repository contains a PyTorch based neural network project designed to predict the onset of diabetes based on diagnostic measures from the Pima Indians Diabetes dataset. The project demonstrat…

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5. Iris-Species-Classification Iris-Species-Classification Public

   Implemented a Multi-class Logistic Regression model using PyTorch to classify Iris species. Achieved 96.67% test accuracy with a cross-entropy loss of 0.106. Features a full pipeline: Label Encodin…

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6. Breast-Cancer-Detection Breast-Cancer-Detection Public

   Built a high-precision Breast Cancer prediction system using a Linear Support Vector Machine (SVM) on the Wisconsin Diagnostic dataset. I implemented a professional Scikit-Learn Pipeline. The model…

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