Top Machine Learning Trends For 2022 And Beyond
Machine learning?& Artificial Intelligence are becoming a household name in various enterprises and the tech industry. This is because, the innovative technological solutions are helping organizations drive critical decisions, create trailblazing services & products and achieve goals with ease when compared to traditional technologies.
According to leading reports, an average of 30-35?artificial intelligence?projects will be in the works in an organization. Did you know? Ai/ML market is expected to grow to a staggering USD 9 billion by 2022.
This points to one fact – Machine Learning is here to stay and this amazing technology will witness a wide range of innovations & trends in 2022.
What is Machine Learning ?
Machine Learning is a subset of Computer Science and?Artificial Intelligence?that leverages sophisticated algorithms and tons of data to mimic the way humans view objects, learn about them and improve accuracy over time.
What is the next big thing in Machine Learning?
Machine learning is a fascinating technology simply because the programs developed by experts are used to learn from examples. This is achieved by raw data collected by various teams & departments across various locations which are then fed into the program.
The program then leverages the data to seamlessly & automatically analyze and learn the structures already available in the data.?Machine learning models/programs do this so that they can provide the best possible solution to the problem that you are facing.
Just imagine this – you are writing code to build a program that can write other programs itself!
So, machine learning is a branch of Ai that:
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Here are a few major machine learning trends and developments that we can expect in 2022 and beyond:
Automated Machine Learning
Traditional?machine learning model development?requires significant knowledge, a lot of resources and time to develop and compare numerous models for model accuracy and quality.
On the other hand, automated machine learning is all about automating the:
Associated with machine learning model development.
The biggest benefit of Automated Machine Learning or Auto ML is that it enables analysts, data scientists and developers to build Machine Learning Models with efficiency, productivity and high scale – All of this while sustaining the quality of the model!
IoT and Machine Learning
The combination of IoT & ML is something that every tech professional is looking forward to. The development of IoT+ML technology & models will have a huge impact on how 5G is used considering that the aforementioned technology will make 5G its base.
Since 5G wireless technology boasts of low latency and high speeds, almost every device that leverages IoT & ML will respond quickly to changes, receive & transfer information to designated systems for data collection and further analysis.
Did you know? Every year thousands of new?IoT devices?are added across the network and all of these communicate with each other via the internet. Do note that more devices require more bandwidth, low latency and higher speeds. That is why 5G is critical to IoT+ML technology. This trailblazing technological solution will also ensure fewer errors and data leaks on the internet.