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Umer Khalid's Projects

analysis-of-traffic-accidents-and-petrol-prices icon analysis-of-traffic-accidents-and-petrol-prices

This project provides analysis of petrol prices worldwide and traffic accidents in Pakistan over an 11-year period. By leveraging data visualization and analysis techniques, the project extracts meaningful insights and patterns from the given datasets, answering key questions related to traffic accidents and exploring global petrol price trends.

obesity-level-prediction-using-neural-networks icon obesity-level-prediction-using-neural-networks

Developed a predictive model to classify individuals into one of seven weight categories (ranging from insufficient weight to obesity type 3) based on various personal factors using diverse neural network architectures.

predicting-burned-area-of-forest-fires-using-lstm icon predicting-burned-area-of-forest-fires-using-lstm

This project focuses on predicting the burned area of forest fires using Long Short-Term Memory (LSTM) neural networks. The LSTM model is trained on historical data to forecast the extent of forest fire damage based on various environmental and meteorological factors.

restaurant-management-system icon restaurant-management-system

Restaurant Management System using Python and PostgreSQL: Manage reservations, orders, customers, and deliveries with a comprehensive backend system.

telecommunication-customer-classification-using-knn icon telecommunication-customer-classification-using-knn

This project uses K-Nearest Neighbors (KNN) to classify customers of a telecommunication company into four groups based on features such as region, tenure, age, and marital status. It includes Exploratory Data Analysis (EDA) with visualizations and evaluates model performance to find the best value of k.

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