Welcome to the Neural Designer blog! Here you will find posts about artificial intelligence, machine learning and neural networks written by professional data scientists.
This tutorial describes different techniques for improving the generalization performance of a neural network....
This tutorial describes different techniques for the deployment of neural network models....
This tutorial describes the role of the data set when building machine learning models....
In this post we solve several examples in energy & utilities using machine learning....
In this post we solve several examples in the environmental sector using machine learning....
This tutorial shows the most common testing techniques for regression and classification models....
This tutorial shows the main training strategies used by neural networks to learn....
Artelnics create the data science and machine learning platform Neural Designer; a company specialized in the development and application of...
The mathematics of artificial intelligence: the learning problem in neural networks...
Neural networks are the most crucial technique for machine learning and artificial intelligence. Mathematically, we can formulate the modelling process...
In this tutorial we describe the most used types of layers within neural networks and how they are assembled to...
The applications of neural networks are uncountable, but most of them can be formulated as regression or classification problems. They...
