Machine learning is a data analysis method that is a type of artificial intelligence. It is based on the theory that systems will be able to learn from data that is provided for them. The theory also believes that the machines will be able to identify patterns and that they will be able to make decisions, all with as little help or intervention from humans as possible.
In the past, pattern recognition was very important in machine learning. Researchers were curious to see whether the machines would be able to learn from data that was supplied to them. They learn through previous computations and are then able to produce results that are repeatable and reliable. Today, though, with the evolution of technology creating better and better computers that are more capable, things are advancing rapidly. Computers can utilize complex mathematical computations today, and they use big data for their information. They are faster than ever, as well.
Where you have seen some of machine learning..
This has provided some very impressive results. You have seen the results of machine learning in a variety of places in recent years, including some that you might not have been aware used this technology. For example, when you receive online recommendations for products, or for shows to watch, this is a result of machine learning. The Google car that can drive itself is another, albeit advanced, level of machine learning. These are just some of the examples that you have probably seen.
For a machine learning system to be effective, it will need to be capable of preparing data. It will also need to be able to calculate algorithms, including advanced algorithms. Automation is important, as well.
Many different organizations and industries are making use of machine learning today. It is at use in government and public safety and utility departments, in the healthcare field, in retail, financial services, transportation, oil and gas, and more.
As the technology continues to improve, it is quite likely that you will start to see machine learning in more and more locations as the years go by.