This article introduces machine learning, which is all around you, although you may not even know it. Thanks to machine learning, the search engine understands what results (and advertising) to display in response to your query. When you scan your mail, most of the spam passes you by because it has been filtered out by machine learning. If you decide to buy something on Rozetka.com.ua or watch YouTube to watch a movie, the machine learning system will helpfully offer options that you may like. With machine learning, Facebook decides what news to show you, and Twitter selects the appropriate tweets. Every time you use a computer, machine learning is involved. The only way to get the computer to do something is to write an algorithm that carefully explains to the machine what is required of it. However, machine learning algorithms guess everything themselves, drawing conclusions from the data, and the more data, the better they become. Computers don't need to be programmed; they program themselves. Artificial intelligence techniques have proven to be a promising tool in crime investigation. With the help of these methods, effective diagnostic and predictive tools can be developed to detect various crimes. In the future, artificial intelligence programs may become an integral part of the investigation of crimes. The police must be proactive in understanding theories of artificial intelligence and its usefulness in investigating crimes.
This article introduces the active dissemination and development of new social relations related to the Internet of Things. The concept of the Internet of Things (IoT) is seen as a growing network of facilities, from industrial devices to consumer goods and services that can share information and perform their tasks while working, relaxing or playing sports. The main problems of the Internet of Things include information security and protection of personal data. Internet of Things technologies significantly increase the risks of violating the confidentiality of personal data due to the fact that they involve the accumulation, circulation and use of a large, territorially and technologically distributed amount of information (data) about a particular person. This raises quite natural questions about the reliability of storage of such data and ensuring their protection against unauthorized use. The article also discusses the need to implement EU legal standards on personal data protection defined by EU legislation (Data
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