Part of Artificial Intelligence is to allow a machine to learn concepts and infers decisions from that knowledge. One of the most powerful basic concepts in AI and machine learning is Artificial Neural Networks. Thanks Read more…
Regularization is a set of techniques that helps learning models to converge and it allows to get a good model generalization capacity. This kind of result is known as “right fit“: We can see that Read more…
Cross entropy and likelihood are highly related. In this article we want to explain what kind of relationship there is between them.
The cost function is a function that computes the cost of a mathematical model based on how far is from data, or more precisely, how the model is representative of a set of data. In a nutshell, we can assert that it has a 'generic' usage based on what kind of operation we need to carry out.