Using Uncertainty to Interpret your Model
This is a joint post with Inbar Naor. Originally published at engineering.taboola.com. As deep neural networks (DNN) become more powerful, their complexity increases. T...
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The Death of the Data Scientist
In 2018 Fast Company declared the Data Scientist the best job for the third year in a row, which I wholeheartedly agree with (besides the Director of Fun at the York Nati...
8 Real-Life Applications of Artificial Intelligence in eCommerce
Amazon is every online retailer’s forbidding nightmare. Last year, it dominated 44 percent of the US eCommerce market and about 4 percent of all domestic retail sales...
Digital Transformation Law #6: It’s About Monetizing the Pain
Will I ever get this digital transformation thing right? The more work I do with clients on their digital transformation initiatives, the more I realize how much I don’...
The Best Kept Secret in Data Science
Big Data is a big pain. Humans are generating data five times faster than the rate of economic growth. Each day we create 2.5 Exabytes of new data, ninety percent of whic...
Machine Learning with C++ – Polynomial regression with Eigen
Hello, this is my third article about how to use modern C++ for solving machine learning problems. This time I will show how to make a model for polynomial regression pro...
From Data Dictionary to Meta Data with Simple Text Wrangling in Python
My last DSC blog left me a bit disappointed. While the loads of the beefy household and population files for the American Community Survey worked well, the data, just a...
The Golden Record: Explained
Where ‘big data’ appears to be the skeleton key that will unlock everything and all you want to know about your business, there’s more than meets the eye when it co...
Chicago Homicides 2017, a Follow-Up Look with R
Guest blog post by Steve Miller. A year ago, I posted an article on the disturbing 57% increase in Chicago homicides for 2016. There’s been no shortage of loaded co...
Evaluation and comparison of open source software suites for data mining and knowledge discovery
An article by A.H.Abdulrahman, J. M. Luna, 2 M. A. Vallejo 3 and S. Ventura with the title “Evaluation and comparison of open source software suites for data mining...