deep learning has substantially impacted the way
technology is leveraged across various sectors
and industries let's examine one application
chatbots, chatbots have become integral to
more and more service industries every day
deep neural networks have rendered this possible
allowing deep learning to decipher understand and address the intent of the
customer on the other end this model relies on a
large training data set of potential queries
comments and solutions whereby each layer is trained to deliver a
different job for example the first layer absorbs the
customer's message and deciphers its meaning depending on
how the message is worded this could be categorized as a greeting
question or something else the following layer
then determines what the need behind the meaning
is and the layer after that identifies how it can meet the customer's need this
continues until the final layer retrieves the
information required ultimately addressing the customer's
intent
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