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Andrea Manero-Bastin
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Andrea Manero-Bastin's Blog

Clustering with Scikit with GIFs

Posted on January 15, 2021 at 12:05pm 0 Comments

This article was written by David Sheehan.

This post describes (with GIFs and words) the most common clustering algorithms available through Scikit-learn.

It’s a common task for a data scientist: you need to generate segments (or clusters- I’ll use the terms interchangably) of the customer base. Where does one start? With definitions, of…


FairML: Auditing Black-Box Predictive Models

Posted on January 15, 2021 at 11:53am 0 Comments

This article was written on the blog CLOUDERA Fast Forward.

Machine learning models are used for important decisions like determining who has access to bail. The aim is to increase efficiency and spot patterns in data that humans would otherwise miss. But how do we know if a machine learning model is fair? And what does fairness in machine learning…


Google is Rethinking its Business – What About You?

Posted on January 15, 2021 at 11:35am 0 Comments

This article was written by Damian Mingle.

Google recently started promoting automated machine learning (what they call AutoML) – something that DataRobot customers have been doing for years. So what is driving Google to now embrace this transformative approach? Guest blogger Damian Mingle explains. …


Markov Chain Monte Carlo Methods for Bayesian Data Analysis in Astronomy

Posted on January 6, 2021 at 11:50am 0 Comments

This article was written by Sanjib Sharma.

Markov Chain Monte Carlo based Bayesian data analysis has now become the method of choice for analyzing and interpreting data in almost all disciplines of science. In astronomy, over the last decade, we have also seen a steady increase in the number of papers that employ Monte Carlo…


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