11 posts found
Artificial Intelligence applied to the identification and classification of diseases detected by radiodiagnosis
In this post we have described step-by-step a data science exercise in which we try to train a deep learning model with a view to automatically classifying medical images of healthy and sick people.
Diagnostic imaging has been around for many years in the hospitals of develo…
When to use each programming language in data science?
Python, R, SQL, JavaScript, C++, HTML... Nowadays we can find a multitude of programming languages that allow us to develop software programmes, applications, web pages, etc. Each one has unique characteristics that differentiate it from the rest and make it more appropriate for certain tasks. But h…
10 Popular natural language processing libraries
The advance of supercomputing and data analytics in fields as diverse as social networks or customer service is encouraging a part of artificial intelligence (AI) to focus on developing algorithms capable of processing and generating natural language.
To be able to carry out this task in the current…
10 Popular Data Analytics and Machine Learning Libraries
Programming libraries refer to the sets of code files that have been created to develop software in a simple way . Thanks to them, developers can avoid code duplication and minimize errors with greater agility and lower cost. There are many bookstores, focused on different activities. A few weeks ag…
11 libraries for creating data visualisations
Programming libraries are sets of code files that are used to develop software. Their purpose is to facilitate programming by providing common functionalities that have already been solved by other programmers.
Libraries are an essential component for developers to be able to program in a simple way…
What are the advantages of participating in a hackathon or data-related competition like the Aporta Challenge?
Hackathons, contests or challenges related to data are a different way to test your ideas and/or knowledge, while acquiring new skills. Through this type of competition, solutions to real problems are sought, often in multidisciplinary teams that share diverse knowledge and points of view. In additi…
Low coding tools for data analysis
The democratisation of technology in all areas is an unstoppable trend. With the spread of smartphones and Internet access, an increasing number of people can access high-tech products and services without having to resort to advanced knowledge or specialists. The world of data is no stranger to thi…
How to contribute to improving digital education through the Aporta Challenge
The Aporta Challenge, in line with many other initiatives promoted by public administrations, could not be unaware of the great challenges we are facing in this year 2020. For this reason, its third edition, while fulfilling its usual objective of promoting the use of data and related technologies,…
What is an interactive display? Here is an example
The visual representation of data helps our brain to digest large amounts of information quickly and easily. Interactive visualizations make it easier for non-experts to analyze complex situations represented as data.
As we introduced in our last post on this topic, graphical data visualization is a…
The Aporta Challenge moves on to the 2nd phase after selecting the 10 best ideas of the 45 presented
The first phase of the Aporta Challenge 2017: The value of data for the Administration has come to an end. The competition "How to reuse open data to improve efficiency in public administration", promoted by the State Secretariat for the Information Society and Digital Agenda, the Public Body Red.es…
