The complex and multi-level structure of modern web applications requires an appropriate component separation of the development process. Historically, this process has been divided into two parts: front-end (client) and back-end (server). First, let’s take a look at how to...
Convolutional neural networks (CNN) are one of the most innovative approaches in AI, in particular in the field of computer vision. Convolutional neural networks first gained widespread attention in 2012, when Alex Krizhevsky and Ilya Sutskever won the ImageNet contest using...
Since the advent of artificial neural networks, solving a specific task for a system based on the neural network has been a problem. This learning task is a rather labor-intensive process, regardless of the size of the input task and the...
In practice, quite often there will be a need to run Jupyter Notebook in the cloud, wanting to spend as little effort as possible on it and still get a reliable and efficient computing environment. This task can be...
