Machine Learning VS Deep Learning. Endgame?

The terms Machine Learning and Deep Learning will be often put in the same basket, but what are they and what is their role? To understand these aspects, the first step is their positioning within the larger umbrella of AI (AGI). To address the limitations, characteristics and differences of these fields, it is necessary to know what an algorithm is since it is the raw material of artificial intelligence, and therefore machine learning and deep learning. An algorithm is a set of instructions that solve a problem. These instructions have to be finite, ordered and logical, in other words, they cannot be an infinite number of instructions.