What is a neural network: understanding the terms, looking for practical application
Posted: Tue Jan 28, 2025 5:58 am
The article explains:
Definition of neural network
Types of neural networks
Advantages and disadvantages of neural networks
Tasks for an online store that a neural network can take on
Forecasting and neural network for online store
Active advertising of an online store using a neural network
Neuromarketing of an online store
Should an online store implement neural networks?
5 neural network-based services that will help online stores
5 Scenarios for Using Neural Networks to Increase Website Profits by 40%
Download for free
Not everyone can clearly saudi arabia email list understand what a neural network is and what benefits it brings to business. Meanwhile, the use of artificial intelligence has recently become quite popular, including among online stores. One can even single out a special subtype of marketing - neuromarketing, which allows using the capabilities of neural networks.
In addition to the benefits that this technology can bring in theory or in the near future, there are also working programs based on neural networks that can be used now. In our article, we will tell you not only what a neural network is, but also talk about the areas of its application in business, especially in online trading.
Definition of neural network
If we consider this concept in depth, we will have to use the definitions of a mathematical function, a perceptron, and a weight matrix. Of course, this will be understandable to few, so it is better to try to explain what a neural network is in simple language accessible to everyone.
We will talk about an artificially created neural network, which is based on the principle of operation of neurons in the brain. What is a neural network in its essence?
These are artificial neurons, which are a complex set of computing units that function similarly to biological neurons. That is, in an artificial neural network, information is processed and then transmitted in exactly the same way.
These are the tasks that neurons perform during their work:
identification of an object and determination of what class it belongs to;
discovering relationships and bringing together the data obtained;
distribution of information into groups, taking into account common features;
making forecasts and so on.
Thanks to the work of the neural network, such processes as speech, image perception, creative thinking, etc. are carried out. Thus, artificial intelligence gets the opportunity to perform actions that were previously considered accessible only to a person with his mind. Another big advantage of neural networks is that they are able to learn (unlike conventional software). They evolve due to the information they receive about people, processes, errors, etc.
Definition of neural network
Types of neural networks
Advantages and disadvantages of neural networks
Tasks for an online store that a neural network can take on
Forecasting and neural network for online store
Active advertising of an online store using a neural network
Neuromarketing of an online store
Should an online store implement neural networks?
5 neural network-based services that will help online stores
5 Scenarios for Using Neural Networks to Increase Website Profits by 40%
Download for free
Not everyone can clearly saudi arabia email list understand what a neural network is and what benefits it brings to business. Meanwhile, the use of artificial intelligence has recently become quite popular, including among online stores. One can even single out a special subtype of marketing - neuromarketing, which allows using the capabilities of neural networks.
In addition to the benefits that this technology can bring in theory or in the near future, there are also working programs based on neural networks that can be used now. In our article, we will tell you not only what a neural network is, but also talk about the areas of its application in business, especially in online trading.
Definition of neural network
If we consider this concept in depth, we will have to use the definitions of a mathematical function, a perceptron, and a weight matrix. Of course, this will be understandable to few, so it is better to try to explain what a neural network is in simple language accessible to everyone.
We will talk about an artificially created neural network, which is based on the principle of operation of neurons in the brain. What is a neural network in its essence?
These are artificial neurons, which are a complex set of computing units that function similarly to biological neurons. That is, in an artificial neural network, information is processed and then transmitted in exactly the same way.
These are the tasks that neurons perform during their work:
identification of an object and determination of what class it belongs to;
discovering relationships and bringing together the data obtained;
distribution of information into groups, taking into account common features;
making forecasts and so on.
Thanks to the work of the neural network, such processes as speech, image perception, creative thinking, etc. are carried out. Thus, artificial intelligence gets the opportunity to perform actions that were previously considered accessible only to a person with his mind. Another big advantage of neural networks is that they are able to learn (unlike conventional software). They evolve due to the information they receive about people, processes, errors, etc.