From Petabytes to Nanobits, with Application to Blockchain
It is hard to imagine that some data element could contain less information than a bit (a digit equal to either 0 or 1.) Yet examples are abundant. Indeed, I am wondering...
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To SQL or not To SQL: that’s the question!
To SQL or not To SQL: that’s the question! Lemahieu W., vanden Broucke S., Baesens B. This article is based upon our upcoming book Principles of Database Management: Th...
Machine Learning Process Summarized in Two Pictures
These pictures were posted on Quora by Oleg Sergeykin, former Structural Analysis Engineer at Boeing. His philosophy is that Data science is actually an iterative proces...
Astonishing Hierarchy of Machine Learning Needs
Machine Learning is hottest subject of today’s time, DataScientist is the sexiest job of today but implementing these buzz words in real life business is most important...
Free New Book by Andrew Ng: Machine Learning Yearning
This is the new book by Andrew Ng, still in progress. Andrew Yan-Tak Ng is a computer scientist and entrepreneur. He is one of the most influential minds in Artificial In...
Competition: Explaining black box machine learning models
The Explainable Machine Learning Challenge is a collaboration between Google, FICO and academics at Berkeley, Oxford, Imperial, UC Irvine and MIT, to generate new researc...
DSC Webinar Series: Combining Human Intelligence with Machine Learning for NLP and Speech
Executing successful Natural Language Processing (NLP) and Speech projects in the real world is complicated. It is often difficult to find the right volume of raw data to...
From Machine Learning to Machine Unlearning
After all, the term Machine Learning was coined based on the way the human (or animal) brain learns, meaning that somehow, machines could also benefit from a similar kind...
Frequencies in Pandas — and a Little R Magic for Python
I’ve got a big digital mouth. Last time, I wrote on frequencies using R, noting cavalierly that I’d done similar development in Python/Pandas. I wasn’t...
7 Reasons Why Java Developers Should Learn Hadoop
Imagine there are two girls standing in front of you – The first girl is cute, beautiful, interesting and has the smile that any guy would die for. And the other girl i...