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Wednesday, October 04, 2017

Deep Learning Technology: How AI Is Changing The World | CommsTrader

Photo: John Woods
"How Deep Learning technology is transforming business communications" notes John Woods, technology writer at CommsTrader.

Deep Learning uses artificial neural networks to replicate mechanics of human brain.
Photo: CommsTrader

As the wave of digital transformation and deep learning technologies continues to wash over the world of business, we are seeing significant changes in how companies are communicating with their customers.

With a recent report claiming that the AI software market will grow from $1.38 billion in 2016 to $59.75 billion by 2025, it’s clear that chatbots, machine learning and deep learning technologies will play a crucial role in the future of enterprise communications – but what exactly is it and what kind of impact will it have as the years go by?

In order to answer these questions, we decided to write a short yet informative piece on deep learning technology and what it brings to the table for businesses in post-digital world.

What is Deep Learning Technology? 
AI is not an unfamiliar concept and the idea of machines that can think has existed for as far back as the 1950s. However, over the last decade or so, we have seen a monumental shift in the development of new AI technologies that are changing the way people communicate and taking Artificial Intelligence to a whole new level.

If we were to look at machine learning, a term used to describe the way a computer uses algorithms to analyse data, learn from it and then act on what it has learnt, we can see that AI works not by following a set of strict instructions set by a programmer, but instead functions independently to analyse wide sources of information available through the cloud and solve problems by itself.

Deep learning, then, could be said to be an extension of this that allows the computer to implement machine learning through a set of algorithms inspired by the structure of the human brain called artificial neural networks.

For example, by looking at Chatbots, we can see how the computer uses deep learning by feeding data (or a customer’s question) through various layers of these neural networks that ask a series of binary true/false questions to deduct the most logical, human like response by process of elimination.

What are the benefits of Deep Learning Technology? 
With machine learning and deep learning technologies such as chatbots and voice recognition, businesses dealing in customer service are given a much more efficient, cost-effective communications solution that minimises call queues and ensures the customer’s problems are solved as quickly as possible.

Unlike the old days where largely ineffective IVRs were used to counter call queue traffic, chatbots offer a much more suitable alternative that will either solve the customer’s problem independently using those algorithms or direct the caller through to an agent specially trained to deal with that request.

As a result, the human operator is not replaced but is able to focus their attention specifically on areas of importance rather than spending valuable company time handling menial requests or redirecting calls through to other agents.
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Source: CommsTrader   


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