10 Ethical Issues of Artificial Intelligence and Robotics

April 1, 2018

AI is one of the technologies that could revolutionize the world, some people call it the electricity of the twenty first century. Researchers and professionals need to be aware of the ethical and social implications this technology poses. We are responsible for making robots and AI systems that help and empower humanity.


Stock Price Prediction with LSTMs

March 20, 2018

Do you want to make millions in the stock market using Deep Learning? This post will not answer that question, but it will show how you can use an LSTM to predict stock prices with Keras, which is cool, right?


A recommendation system seeks to understand the user preferences with the objective of recommending items. In this post, we provide an overview of recommendation system techniques and explain how to use a deep autoencoder to create a recommendation system.


Transfer Learning is expected to be the next driver of Machine Learning commercial success in Image Classification. Reutilizing deep networks is impacting both research and industry. In this post, we explain what is Transfer Learning and when to use its different strategies. The post is accompanied by code in PyTorch performing experiments in several datasets.


Deep Learning for Entrepreneurs

Sept. 30, 2017

AI is considered the biggest business opportunity in the new economy, that is expected to generate $15.7 trillion by 2030, according to PwC. Independently of the accuracy of this prediction (probably PwC didn't use machine learning to predict it), the opportunity is huge. In this post, I will discuss some business problems that can be solved with deep learning and how to monetize them.