SkyRadar Blog

This document describes SkyRadar's 2 years course in A.I, including elements of data science and connected sciences for undergraduate courses (Bachelor Programs).

Artificial Intelligence is disruptively changing the world of Aviation and IoT. Radar sensor data play a key role as they are in contrast to photographic images quantitative and measurable. SkyRadar developed a course providing hands-on experiments for Artificial Intelligence. 

In this article, we shall detail the main results and implementation regarding the processing and classification of RADAR objects using Machine Learning (M.L) techniques such as Hidden Markov Models, Neural Networks or others.

In this article we will explore a very special class of classifiers, the Hidden Markov Model Classifiers (HMMs). They are mainly a statistical and probabilistic model but they have found their entry in the world of Machine Learning since they can be trained and classify data.