Comparing Classifiers: Decision Trees, K-NN & Naive Bayes
A myriad of options exist for classification. In general, there isn’t a single “best” option for every situation. That said, three popular classificatio...
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The Divergence Index: A new polarization measure for ordinal categorical variables
In the statistical literature, for ordinal types of data, are known lots of indicators to measure the degree of the polarization phenomenon. Typically, many of the widely...
Automated Machine Learning (AML) Comes of Age – Almost
Summary: Forrester has just released its “New Wave™: Automation-Focused Machine Learning Solutions, Q2 2019” report on leading stand-alone automated machine learn...
Oil & Gas and IoT: The Trio That Takes the Modern Society to a New Level
The domestic economy gets directly and indirectly impacted by the Oil and Gas Industry. It is pretty much noticeable that the oil and gas prices directly affect the econo...
Disposable Technology: A Concept Whose Time Has Come
Imagine…imagine that you have been challenged to play Steph Curry, the greatest 3-point shooter in the history of the National Basketball Association, in a game of 1...
Can design sprints work for Artificial Intelligence applications?
Can design sprints work for Artificial Intelligence applications? Last week, for the first time, I attended a meetup on Design Sprints( The Design Sprint Underground) I h...
Assumptions of Linear Regression in One Picture
If any of the main assumptions of linear regression are violated, any results or forecasts that you glean from your data will be extremely biased, inefficient or mislead...
Why is Data Curation Important for Big Data Industry
Introduction Big data is the buzzword today, isn’t it? We live in the golden age of what big data can do for business growth. Data has become a decisive factor between ...
How to learn the maths of Data Science using your high school maths knowledge
This post is a part of my forthcoming book on Mathematical foundations of Data Science. In this post, we use the Perceptron algorithm to bridge the gap between high schoo...
When Your Boss Is an Algorithm
This article was written by Alex Rosenblat in the New York Times Opinion. There are nearly a million active Uber drivers in the United States and Canada, and none of th...