Articles

Let’s face it – cleaning data is a waste of time. If only the data had been collected and entered carefully in the first place,… Read More »How to Clean Your Data Quickly in 5 Steps

There are many great tutorials on neural networks that one can find online nowadays. Simply searching for the words “Neural Network” will produce numerous results on… Read More »Yet another introduction to Neural Networks

Summary:  For those of you traditional data scientist who are interested in AI but still haven’t given it a deep dive, here’s a high level… Read More »The Data Science Behind AI

Jupyter notebook content for my OReilly book, the Python Data Science Handbook. This repository contains the full listing of IPython notebooks used to create the book,… Read More »Book: Python Data Science Handbook

Learn how big data and other sources of information can be transformed into valuable knowledge – knowledge that can create incredible competitive advantage to propel… Read More »New Book: Analytics — How to Win with Intelligence

Few months ago, I wrote an article about the influencers in big data. The article resonated with many and almost all appreciated it. But that’s… Read More »Women Influencers In Data

This paper was written by Bojan Ploj. Bojan is interested in machine learning, specialy in MLP learning algorithms.  Abstract During the last twenty years, gradient-based methods… Read More »Advances in Machine Learning Research

Sometimes I write a blog just to formulate and organize a point of view, and I think it’s time that I pull together the bounty… Read More »What tomorrow’s business leaders need to know about Machine Learning?

Summary:  The drive toward transparency and explainability in our modeling seems unstoppable.  Up to now that meant sacrificing accuracy for interpretability.  However, the ensemble method… Read More »Using RuleFit Ensemble Models Is About to Become Very Important