Factories of the Future

3Machine Learning – A Survey

Navdeep Singh* and Aanchal Goyal

Department of Computer Science and Engineering, Punjabi University, Patiala, Punjab, India

Abstract

Machine learning has grown rapidly in the last decade and holds importance not only in the technological industry but even in factories and manufacturing units. It is a notion that has been around for quite long period of time. The notion of automating the application of sophisticated mathematical computations to massive data, on the other hand, has only been around for a few years, but it is getting momentum today. Machine learning is most often utilized by organizations when they implement artificial intelligence systems nowadays, and the phrases machine learning and artificial intelligence are commonly used interchangeably. Machine learning is an artificial intelligence area that allows machines to understand without being explicitly programmed. The growing interest in machine learning is due to several factors such as cheaper computational processing power, high availability of the data, and affordable storage for the data. All of this ensures that models that can evaluate larger, more complicated data and offer faster, quite accurate answers may be created rapidly and automatically, even on a massive scale. An organization’s chances of recognizing profitable possibilities or avoiding unforeseen hazards, improve when detailed models are built. The importance can be linked to the accurate predictions without human ...