DuckieTown

The code for the DIY traffic lights of UniWA Duckietown infrastructure.

Autonomous_Vehicle

By collecting data from the Udacity simulator, a deep learning model is developed for the autonomous vehicle driving.

Exploratory-Data-Analysis

Exploratory data analysis is made to the data set in order to prepare it for modeling. Later on, Machine Learning (ML) methods are used for our data in order to evaluate our model and present our findings.

DigitalTwin-MOSFET-using-ML

Τhis work demostrates the potential of digital twins in the industry. This kind of modeling does not necessarily need tools from data science or ML. In our case we will make a digital twin of a MOSFET and later on we will use ML models on it. By creating the digital twin, it allows you to swap out an analytical model with an ML model and vice versa.