Machine learning and artificial intelligence are two most outstanding technological developments in the recent years. A large number of organizations are adopting the ML technology for use in their services and products. The companies strongly believe that they could address all of its customers only with a technology that can handle and process the data in a way that no human can do. There are some exceptional companies that are making a move into machine learning and locating themselves well above other industries in the current competitive world. Now, let’s see some of the leading companies that have incorporated this technology.
Google is at the forefront of innovation. The most obvious advancements in Google's neural network analysis has been the DeepMind network, the “machine that dreams.” The company is exploring all the features of ML virtually which will prompt exciting advancements in what Google calls "classical algorithms” and in addition different applications including search ranking, speech translation, prediction systems, and natural language processing.
Google is not the only search engine that is stretching out into machine learning applications, but also Baidu, a China-based search giant is also investing vigorously in the applications of AI. A standout amongst the most compelling developments at Baidu's R&D lab is Deep Voice, a deep neural network that can produce completely artificial human speech that is exceptionally hard to recognize from natural human speech. This could have major consequences for voice search applications, and other potential uses as well, such as biometric security and real-time translation.
You must have heard about IBM’s Watson earlier, a supercomputer that is designed to consume data at a rate faster than the human. In recent years, Watson has been adopted in several medical centers and hospitals where it is proved for diagnosing some types of cancers more efficiently than human oncologists. Watson also demonstrated its significant strength on the retail side, where it could be utilized as a servant to help customers, and in addition the hospitality industry. It was trained in such a way that it could be able to suggest treatments and diagnoses to doctors and IBM is currently offering its Watson ML technology on a license basis.
Amazon is one of the largest artificial intelligence platforms in the world, as being one of the largest retailers on the planet. Regardless of whether you're looking for paper towels or working on their AWS platform, possibilities are you're connecting with a few machine-learning programs.
In the retail sector, everything from product suggestions to supply chain, capacity planning, and forecasting operates on machine learning, while programs like Glue and Macie scans for delicate data breaks and carry out data purifying effectively.
Pinterest’s main function is to curate existing content, which can be achieved more effectively by investing in technologies. In the year 2015, Pinterest obtained Kosei, an ML company specialized in the commercial applications of ML. Today, machine learning touches practically every part of Pinterest's business tasks, from content discovery and spam moderation to diminishing churn of email newsletter subscribers and advertising monetization.
These are just some of the biggest companies using machine learning. Now, you can see that machine learning is a robust technology that has proven its applications in many areas. But, the things we are seeing today is only a brief look at what machine learning can be in future and there is much scope for improvement.