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Big Data & AI Tutorials

AI of Things

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...
AI of Things

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...
AI of Things

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....

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