If you ever have thought about how machine learning is changing and how it is affecting us. We have curated the list of trends in machine learning. Happy Reading!!
The Top Trends In Machine Learning Are:
Voice Assistance
It was estimated that more than 110 million people in the US would use a voice assistant for various purposes in 2019. So it’s quite evident that voice assistants are a considerable part of the machine learning industry. Siri, Cortana, Google Assistant, and Amazon Alexa are some of the in-demand examples of intelligent personal assistants. We all are aware of this trend in machine learning. It is also estimated that till the end of 2020 almost 50% of researches would be done using voice assistance.
Advancement Of Cyber Security
Data is the new currency. In other words, it’s the most valuable resource that organizations need to protect. Machine Learning technology aids the multiple layers of protection by automating complex tasks and detecting cyber-attacks on its own. As cyber-attacks are increasing every day therefore, cybersecurity is going to be a trend in machine learning. It automates responses to cyber-attacks using advanced cyber defense programs, without the need for human intervention.
Convergence Of Machine Learning And IoT
Machine Learning and the Internet of Things is like a match made in Tech Heaven!!! According to research, there will be more than 64 billion IoT devices by 2025. A lot of data is generated by these IoT devices that need to be collected and mined for actionable results. Now, this requires the expertise of advanced Machine Learning models that are based on deep neural networks. Basically, machine learning converts the data into useful actionable results that can be implemented by the IoT devices. As IoT is very trending from recent years so to enable IoT, this convergence is also becoming a trend in machine learning.
Virtual Agents
Virtual agents respond to customers through email or live chats on company websites. They provide human-like customized help to clients. Companies such as Google and Amazon are already using this 24/7 customer service tool. Virtual agents are also one of the biggest trends in machine learning as we can see chatbots in every site and app. AI systems are used in virtual agents to answer customer queries. Machine learning is used by AI systems to establish frequently asked questions. Nowadays, startups are assigning repetitive customer service tasks to virtual agents. This will be a cost-cutting technique.
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