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samukelwe's Projects

breast-cancer-detection-web-app icon breast-cancer-detection-web-app

SVM (Support Vector Machines) is used to build and train a model using human cell records, and classify cells to predict whether the samples are benign or malignant and display output using Flask Application On Heroku

flight-ad icon flight-ad

flight-ad is a Python package for anomaly detection in the aviation domain built on top of scikit-learn.

news-intelligence-dashboard icon news-intelligence-dashboard

A data-driven and automated approach to gaining insights into the Maintenance Repair & Overhaul Aviation Market by gathering, cleaning & classifying news.

predicitve-maintenace-of-nasa-turbojet---classification-tree icon predicitve-maintenace-of-nasa-turbojet---classification-tree

This project, inspired by an earlier work on Predictive Maintenance using LSTM, employs a Decision Tree Classification Model to predict the remaining useful life of aircraft engines. Using simulated sensor data from gas turbine engines, the model seeks to optimize maintenance scheduling to minimize unexpected failures.

predictive-maintenance icon predictive-maintenance

An university project for Predictive Maintenance for Airplane Gas Turbine Engines using Machine Learning.

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