Machine Learning, Deep Learning, and Artificial Intelligence: a simple explanation

Today we hear about Artificial Intelligence everywhere. At work, when we look for software that can learn autonomously. Yet, when an expert presents us with a new solution equipped with AI, using terms such as Machine Learning, Deep Learning, and neural networks, we start to have doubts about the real understanding of the topic.