Matching the Exact Matching of MatchIt
I started a series on causal inference for data science a few weeks back. I think CI methodologies offer great potential for the DS discipline, given that much of our d...
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Why Every CEO Needs a Chief Analytics Officer
Two former CAOs Make a Compelling Case for the CAO to Report to the CEO to build out an AI and Data Science Accountability COE. Anthony Branda, MBA, Ph.D., Kevin Kramer...
New Books and Resources for DSC Members
We are in the process of writing and adding new material (compact eBooks) exclusively available to our members, and written in simple English, by world leading experts in...
29 Statistical Concepts Explained in Simple English – Part 3
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlati...
Playing by the Rules
Tokenomics is the economy of this new world. This is a no-holds-barred, in-depth exploration of the way in which we can participate in the blockchain economy. The followi...
Best books on Artificial Intelligence and Deep Learning for October 2018
Advanced Deep Learning with Keras A comprehensive guide to advanced deep learning techniques, including Autoencoders, GANs, VAEs, and Deep Reinforcement Learning, that...
Getting Started with NLP: Simple Topic Modeling in R (Part 1)
What is NLP? Natural Language Processing (NLP) can be simply defined as teaching an algorithm to read and analyze human (natural) languages just like the human brain does...
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...
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’...