AI training and inference, what are they and what do they mean?
In the last few years, we have seen all kinds of uses for artificial intelligence , from multimedia systems that improve the resolution of images or cancel environmental noise in videoconferences, through facial recognition system and even recommendation mechanisms when we are shopping online or looking for the movie to watch at night on your Smart TV. But what is the process by which AI learns to create a model to solve these problems? This is called Training and Inference and we will explain it to you. What can we define as Artificial Intelligence ? For some people, computers think or have their own conscience, but in the present case it has to do with the treatment of data sets, that is, with the information that is provided to the system. Today it is everywhere and it can be said that they are automated systems that generate responses from the input data they receive from a model built from a period of training or learning. But to provide these answers, AI systems must obvious...