LUCA Deep Learning vs Atari: train your AI to dominate classic videogames (Part III) Written by Enrique Blanco (CDO Researcher) and Fran Ramírez (Security Researcher at Eleven Paths) In this post, we will offer details about the architectures chosen for our models, the logic that the agent follows during the training,...
Richard Benjamins. Are you ready to become the CDO? Applying Analytics to the CDO role As we have seen from an earlier post on CDOs, Chief Data Officers are becoming more popular. Increasingly more organizations are understanding that data is a strategic asset and...
Beatriz Sanz Baños The era of a connected society The twenty-first century will come to be known as the age of cities, but it will also become the century of data. Cities are the new engine of urban...
Fernando García Gómez Fleet Optimise for Rent-a-car Companies Fleet Optimize enables car rental companies to create new revenue streams, reduce the operating costs of vehicle fleets and improves the safety and customer experience.
ElevenPaths How the “antimalware” XProtect for MacOS works and why it detects poorly and badly Recently, MacOS included a signature in its integrated antivirus, intended to detect a binary for Windows; but, does this detection make sense? We could think it does, as a...
ElevenPaths #CyberSecurityPulse: The Boom of JavaScript Miners The most common question in recent months derived from the rebound in the value of numerous cryptocurrency is: Do I invest or not invest? However, as we know, there...
LUCA LUCA Talk: RCS for Business Messaging, a New Generation It is undeniable that we are in the midst of a revolution in communications. With more than five billion active accounts in mobile messaging applications and a strong upward...
Paloma Recuero de los Santos Python for all (5): Finishing your first Machine Learning experiment with Python We have finally come to the last part of the Machine Learning experiment with Python for all. We have been taking it step by step, and in this last...
Paloma Recuero de los Santos Python for all (4): Data loading, explorative analysis and visualisation Now we have the environment installed, and we have had some practice with commands and we have learnt the various libraries, and which are the most important. The time...
Paloma Recuero de los Santos Python for all (3): ScyPy, NumPy, Pandas…. What libraries do we need? We are taking another step in our learning of Python by studying what the modules are, and, in particular the libraries. We will see what purpose some of them...
Paloma Recuero de los Santos Python for all (2): What are Jupyter Notebooks? What are the Jupyter Notebooks? The Jupyter Notebooks is maybe the most well know application of the Jupyter Project, created in 2014 with the objective of developing open-source software,...
Paloma Recuero de los Santos Python for all (1): Installation of the Anaconda environment Now that we have defined the objective of this tutorial in the previous post (“Dare with the Python: an experiment for all”), we will really begin to work. We...
Paloma Recuero de los Santos Dare with Python: An experiment for all (intro) As we did in our experiment on the Titanic dataset in Azure Machine Learning Studio, we will continue with the “Learning by doing” strategy because we believe that the...
Santiago Morante Cendrero Warning About Normalizing Data For many machine learning algorithms, normalizing data for analysis is a must. A supervised example would be neural networks. It is known that normalizing the data being input to...
LUCA Deep Learning vs Atari: train your AI to dominate classic videogames (Part II) Written by Enrique Blanco (CDO Researcher) and Fran Ramírez (Security Researcher at Eleven Paths) In this article, the second about our experiment using Reinforcement Learning (RL) and Deep Learning in...
LUCA Deep Learning vs Atari: train your AI to dominate classic videogames (Part I) A few months ago we began a series of posts on this blog where we explained how you can train an Artificial Intelligence (AI) to eventually win certain games....
ElevenPaths How the “antimalware” XProtect for MacOS works and why it detects poorly and badly Recently, MacOS included a signature in its integrated antivirus, intended to detect a binary for Windows; but, does this detection make sense? We could think it does, as a...
ElevenPaths The Confirmation Bias: we seek the information that confirms our decisions, refusing their opposed evidences Imagine yourself in a lab over an experiment. You’re asked to analyze the following number sequence: 2, 4, 6 This sequence follows a rule. What do you think the rule is?...
Richard Benjamins. How to measure your data maturity? Big Data and Artificial Intelligence (AI) have become very popular these days, and many organizations have started their data journey to become more data-driven and take automated, intelligent decisions....
LUCA How the fashion industry is applying Big Data and AI Season after season, retailers come up with loads of new products ready to hit shelves worldwide. While at one time, designers had no idea what their customers would like...
Richard Benjamins. Artificial Intelligence vs Cognitive Computing: What’s the difference? The media hype around Artificial Intelligence (AI) and Cognitive Computing is unquestionable at the moment. They seem to appear everywhere on the Internet in the press, blogs, conferences and events...
