This document briefly shows the procedure carried out for the development of the architecture that could classify images based on the CFAR10 dataset, which contains 10 classes of images

Introduction

Today the power of machine learning is well known. It is usually associated with systems capable of classifying objects, people, places. But this process itself is a bit grey. There are algorithms based on supervised learning, which, like a 1-year-old child, is taught to identify and classify animals, either by names and sounds.

But what about computer systems? The answer is that although the processing capacity has grown over time, these…

Today the power of machine learning applied to pattern recognition is known. But this was not possible just a decade ago. The surprising evolution of the processing capacity of a neural network is immensely gigantic, so much so that in short periods of time such as 1 year or two, these changes are evident.

This is demonstrated in the article, the name of which I described in the title. Where they show the training process of a convolutional neural network and that using a technique achieves better results. …

Today the term artificial intelligence is well known. Normally you associate it with movies like Terminator or others of this style. Well, one of the branches within the tools used in this field is Machine Learning, and within this, there is a field that is supervised learning

Supervised learning is similar when a young child is taught about the world. Like for example, when you teach a child to differentiate between animals. You show him all the dogs that exist around him, you even associate the “Guaaf” sound with him. …

With less than a month to go before the completion of the foundation phase of Holberton School comes one of the most crucial projects within the program. The final project, this project unlike the others that were carried out within the program because is of each team’s own decision.

This is exciting and at the same time a bit scary because you have to plan a project from scratch, project a scope, take into account time and knowledge constraints, and also assume the risk of the time it takes to learn new technologies dedicated to the achievement of the project…

Issue Summary

The proposed task is to use a container using ssh. A Wordpress-based website works in this container. To use it, you must make a file transfer calls to the local IP address, but oh surprise !! when activating this transfer of files by means of the command curl, something unwanted is shown at the output, an error 500.

Every day millions of people use the internet to access their favourite pages, just by typing their name in the search engine and then press enter. This process has already been mechanized over the last decades. That is taken for granted and is simply expected to always work. But the reality is that a lot of things happen behind the scenes, more than we could imagine.

To approach this topic, you have to think of this process as if it were an onion. We are going to peel layer by layer until we discover how this onion is integrated. The…

At present, the use of devices is increasing and this covers more and more fields, ranging from research, through industrial applications, to, why not, everyday use. In addition, the use of the internet is growing, so much that it has become a daily necessity and part of the productive force that moves the economy, culture and other aspects of society. …

Currently, there is a fashion theme, machine learning, so much that there is a great expectation of what you can do. This discipline that is part of artificial intelligence and borders data science is widely used in applications that we use daily as Netflix, Facebook to find trends and adjust to your tastes.

This topic is interesting because it has moved the technology, to the point where the data has become a very popular asset for several companies, because it serves to adjust their products to the real needs of customers, in addition to medical research where it is possible…