There is no doubt the business world is changing, with the emergence of artificial intelligence and machine learning playing a major role in the evolution of various sectors. Adrian Rubin has been monitoring the development of machine learning for some time and believes this technology will play a major role in the creation of an automated workforce and economy in the future. Business has already changed with increasing reliance on artificial intelligence taking a lead role in the new era of industrial success created in the last few decades. Complex algorithms have taken the place of the business development brains of the past and changed the way companies are conducting 21st-century business.
Understanding machine learning
Understanding why Adrian Rubin is so intent on explaining the success possible from machine learning means a greater level of understanding is required for this important subset of Artificial Intelligence. Machine learning in its most basic sense means a machine is taught how to interpret and learn from the data it is given. SAS explains the difference between the two forms of technology as artificial intelligence mimicking human learning while machine learning is the science of teaching technology to learn.
Machine Learning is already being used
When Adrian Rubin discusses the fact machine learning is already being used in the business world, many people are shocked to hear this form of technology is already amongst us. Looking at online-based subscription services such as Netflix and their recommendation actions is a version of machine learning. We may believe the development of a simple recommendations-based piece of technology would be simple but a large number of complex algorithms bring together vast quantities of data. Among the data considered by the machine learning program is purchase history, viewing history, and profile settings, according to Entrepreneur.
Everybody has access
In the last few years, many entrepreneurs in Silicon Valley have complained to Adrian Rubin about the top five major U.S. technology producers making it impossible for startups to develop properly. However, in terms of machine learning and Artificial Intelligence, the top toolboxes are open for all to use and modify. The Guardian reports Google has already made its TensorFlow software Online as an open source app for all to use with Internet-access. In fact, machine learning is such an important part of the future of business technology, the development of every major software option has been made available to the public free of charge.
This means each and every business leader in the world can begin the process of adapting machine learning software to meet the demands of their own company. The fact Google and their main technology rivals are hoping for a future with every company understanding a little of how the TensorFlow technology can assist their growth and evolution.
Sectors to be affected
Almost every major technology sector will be affected by the machine learning in the coming years as the roles traditionally filled by human employees will be carried out by A.I. developed through this technology. The health sector is already looking to develop ways of using machine learning to assist in the diagnosis of specific medical conditions. Factors such as age, location, and family history are also being used by health sector companies to build a picture of which medical conditions will have an effect on the health of an individual in the future.