How Industries are growing using Neural Networks…
In this article we are going to see what exactly Neural Network is and how it work. To illustrate their importance we will also see an use case of neural network.
What is Neural Network?
Neural Network is a set of algorithm which is used to mimic the human mind by creating a network of neurons just like a human mind works. creating the neurons artificially, known as Artificial Neural Network(ANN).
Neural Networks comprises three types of layers
- input layers
- output layers
- hidden layers
Hidden layers are the one who connects both the input and output layers. The hidden layers consist of units that transform input data into useful information for the output layer to present.
Hidden layers are very important part of ANN , in these layers we have to add a mesh network of multiple neurons and if the neural network contains a single hidden layer than this is known as perceptron.
Neural Networks are increasing rapidly because of their backpropogation and feed forwarding which makes ANN a great choice.
Neural Network exactly same way our human mind works.
lets say if we want to trained our mind than we have to keep on telling our mind about that thing, now if we want to train our model for dog than we have to put multiple pictures of dogs and all the pictures will be tagged with the label Dog , this is known as Supervised Learning in which we have to pass both input and output data.
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Neural Network allow them to optimize them their strategies.
Systems powered by Artificial Neural Networks all capable of processing masses of information.
This includes customers personal details, shopping patterns as well as any other information relevant to your business.
Businesses can identify and target customers most likely to purchase a specific service or products.
This focusing of marketing campaigns means that time and expense isn’t wasted advertising to customers who are unlikely to engage.
This application of Artificial Neural Networks can save businesses both time and money.
It can also help to increase profits.
This allows them to offer a seamless, targeted marketing campaign.
