Data Science for Internet of Things – The Big Picture
This big picture view lays the foundation of our book Data Science for the Internet of Things. (Co-authored by Ajit Jaokar, Jean Jacques Bernard and Sukanya Mandal) We ad...
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The First Things you Should Learn as a Data Scientist – Not what you Think
The list below is a (non-comprehensive) selection of what I believe should be taught first, in data science classes, based on 30 years of business experience. This is a f...
20 Questions to Ask Prior to Starting Data Analysis
It is crucial to ask the right questions and/or understand the problem, prior to beginning data analysis. Below is a list of 20 questions you need to ask before delving i...
Poker, Probability, Monte Carlo, and R
My daughter just started a business analytics Master’s program. For the probability sequence of the core statistics course, one of her assignments is to calculate t...
Black Hat Data Science
Black hat data science consists of techniques designed to fool existing algorithms (Google search, Amazon rankings, and so on), compromising or tampering with the metrics...
The Role of Predictive Analytics in Medical Diagnosis
Predictive analytics uses current and historical data in order to determine the probability of a particular outcome. This is a particularly powerful approach when it is a...
Top 20 R Libraries for Data Science in 2018 [Infographic]
R is a well-known and increasingly popular tool in the Data Science field. It is a programming language and a software environment primarily designed for statistical comp...
A Wetware Approach to Artificial General Intelligence (AGI)
Summary: Researchers in Synthetic Neuro Biology are proposing to solve the AGI problem by building a brain in the laboratory. This is not science fiction. They are ...
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...
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...