Results of 2021 and forecasts for 2022 Machine Learning Trends

Our life with inexorable speed is moving with huge strides into a world that was previously impossible.  Every year and even month we are approaching the formation of a highly developed civilization with unique innovative technologies.

Machine learning remains at the peak of discussions from 2020 to the present day. Filling the spheres of life, machine learning more and more pleases people with its technological breakthroughs and inventions.

The outgoing year 2021 has brought us these very innovations!  Before we talk about the new year, let’s analyze a little what happened in this most controversial, but breakthrough year.

Over the past year, we have learned to live in a new way.  In the difficult conditions of a pandemic, we began to find an opportunity to adapt to a new lifestyle.

Artificial Intelligence revenue has grown to over $ 150 billion at the end of 2021, a staggering number.

So let’s take a closer look at what this year has brought us.

• Hyper Automation

The first and perhaps the most important thing to get acquainted with.

This is exactly what helped people to solve their problems.  Here we have a set of ML tools, and directly the simplest software and also automation tools. This is how the consulting company Gartner explains the term. By the way, they cite hyper automation as the most important global trend of the year.

For example inheritance business processes.  Who does not know, but due to the pandemic that was mentioned earlier, the possibility of this implementation has accelerated.

The advantage of the acclaimed hyper automation is that it is an accelerated and cost-effective robotic automation (RPA) capability for day-to-day operations.

• Unmanned vehicles

Thanks to popular and leading companies, the possibility of self-driving cars on the road has increased. By many criteria, this is a profitable innovation that will both save people from an infinite number of accidents and will not harm the environment.

• Face recognition

Face recognition broke into trends and has become a fashion trend now.  Even in order to unlock the phone, this system is used.  At a higher level, that is, at the state level, this technology also plays an important role. This makes it possible to find people on the wanted list, increase national security and also use it as surveillance.

After talking and analyzing a little the year that is already behind us. Let’s give a forecast and see what we can expect from a new page in the lives of everyone.

1. Machine learning connects with the global web

The long-awaited and hotly discussed announcement, the implementation of which is eagerly awaited by everyone. The revitalization of this process is associated with the launch of a new fifth era of 5G mobile communications. Unbelievably high speed will give an impetus to a quick response of devices, as well as to receiving and sending large amounts of information.

It is expected that in the new 2022 there will be a large number of IoT systems and they, in turn, will have a high percentage of machine learning capabilities.

2. Cybersecurity will go up a lot

As a consequence of the fact that technological progress is growing, we are constantly on the Internet. 

Online security is becoming a hot issue.

A great impetus for the development of new methods of protecting the user’s personal data.  In this area, you can create a lot of new and unique things.  After all, every person should be convinced of the reliability of safety.  Here machine learning is already in time, which will become the most important tool for creating antiviruses and, in general, due to ML, security methods will become a reliable shield against hacker attacks.

Special attention should be paid to the “smart antivirus” by which more than one dubious code will not pass.

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