LESS IS MORE: DEEP LEARNING, BIG DATA, SMALL DATA AND NO DATA

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The idea that Deep Learning is directly associated with Big Data (not only correlation – we’re talking about full blown implication) is present in courses, lectures, articles everywhere you look… and that is unfortunate. Theory doesn’t always agree with practice,…

Humanizing or not Data Science

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The motivational use-case: signal prediction in trading Back in 2014 I was leading a project, for a client, that had the “simple” purpose of automated trading for stock exchange. The project was quite focused in scope and was, in fact,…

Deep Vision applied on artificial images and UX screens analysis

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Today, more and more, it is necessary that most applications and documents developed in previous or current technologies to be accessible online on cloud-based infrastructures. That’s why the migration of legacy systems including their hosts of documents to new technologies…

Deep Neural Pipeline for Churn Prediction

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Customer churn is an essential retail metric used in business predictive analytics systems to quantify the number of customers who left a company. All retail and business to consumer companies carefully analyze customer behavior to prevent them to cease their…