Overfitting refers to super adaptation during the inductive learning process in machine learning and artificial intelligence projects. In fact, it may happen that the algorithm follow excessively the entered data when the machine is “trained”, and that it therefore proves to be ineffective when tested on generic data: the model will therefore guarantees credible predictions […]
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What is Machine Learning?
Machine learning, also abbreviated to ML, is a variant of artificial intelligence, in which statistical methods can be used to improve the performance of an algorithm in identifying a pattern in the data. Machine Learning is therefore an alternative to traditional programming: instead of giving explicit and sequential commands or instructions, the machine is designed […]
Prepare for the future: the Confindustria website on 4.0
Confindustria, the main association representing manufacturing and service companies in Italy, has made a portal dedicated to industrial innovation available to Italian companies: Preparati al Futuro (Prepare for the future) https://preparatialfuturo.confindustria.it/ In fact, we hear more and more often about Industry 4.0, but many companies still don’t know how to go about integrating new production technologies […]
How does a domestic evaporative cooler work?
Have you already heard of an evaporative cooler? It seems the most practical and economical solution for cooling rooms, when the fan is not enough and when you cannot or do not want to install an air conditioning system. The evaporative cooler, evaporative fan or swamp cooler is a device for cooling the air in […]
How to “grow” clean air in our homes
In this year of hot temperatures, it’s difficult for us to even open the windows, preventing a proper exchange of clean air in our homes. In order not to let the heat in, however, we do not realize that we are breathing in all the harmful substances that we use in the kitchen or for the […]