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1. Stock-Price-Movement-Prediction Stock-Price-Movement-Prediction Public

   A project leveraging Polynomial Regression to predict stock price movements based on historical data. Includes data preprocessing, feature engineering, visualization, and model evaluation to provid…

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2. Air-Quality-Prediction Air-Quality-Prediction Public

   The Air Pollution Prediction project forecasts pollution levels using the Air Quality UCI dataset, including variables like CO, NOx, temperature, and humidity. It analyzes temporal and environmenta…

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3. Old-Car-Price-Prediction Old-Car-Price-Prediction Public

   The Old Car Price Prediction project predicts used car prices using features like age, mileage, and fuel type. It includes data preprocessing, model training, and visualization of trends, with easy…

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4. Number-Prediction-ANN Number-Prediction-ANN Public

   The Number Prediction project is a machine learning implementation that uses a neural network to classify handwritten digits (0-9) from the MNIST dataset. Built with TensorFlow and Keras, the proje…

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5. Animal-Classification Animal-Classification Public

   This project uses the YOLO11s-cls model from Ultralytics to classify images into three categories: cats, dogs, and snakes. Trained on a custom dataset with 120 training and 60 validation images, th…

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6. Rainfall-Prediction Rainfall-Prediction Public

   This project incorporates the use of a Random Forest Classifier for predictive modeling, MLflow for model tracking and experiment management, and a Flask web application to serve the model for user…

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