Here will be found all My assignments done when doing my Advanced Data Science, Machine Learning and Data engineering course from Omdena.
At the of the course, I made my final project named: "Predictive Maintenance for Industrial Machines using IoT Data."
Here is a description of the final project:
Project Overview:
The project aims to develop a system that uses machine learning to predict when an industrial machine is likely to fail, using real-time data captured through IoT sensors. This predictive maintenance system will help companies save on repair costs and downtime by addressing potential issues before they lead to machine failures.
Final Product:
The final product is a predictive maintenance system that:
- Continuously receives and processes data from IoT sensors installed on industrial machines.
- Applies trained machine learning models to predict potential failures and maintenance needs.
- Provides a user-friendly dashboard that displays predictions, machine health, and alerts for maintenance teams.