Everything You Need to Know About Convolutional Neural Networks
Convolutional neural network – In this article, we will explore our intuitive explanation of convolutional neural networks (CNNs) on high level. CNN are inspired by th...
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Social Complacency Model of Personal Privacy – The Faulty Discourse
Something I learned during my graduate studies is that jails – like the old Don Jail as it once existed in Toronto (photographed by me above) – has special significan...
AI in Healthcare – Ethical Considerations
Given the touting of recent analytic and machine learning results in healthcare, why haven’t doctors been replaced by computers yet? The truth is that there are man...
Building Blocks of Decision Tree
It’s been said that Data Scientist is the “sexiest job title of the 21st century.” This is because of one main reason that there is a humongous amount of data ...
Learning Machine Learning: A Personal Journey
Who wants to hear a story about data?! …(silence)… Understandably, not a lot of people would raise their hands to an intro like that. For me, however, data ha...
USF Hackathon: Making a Business Hypothesis Actionable with Prescriptive Outcomes
The opportunity to watch and coach the University of San Francisco (USF) students during our annual Hackathon with our friends at Good Dataprobably taught me as much as i...
A generalized stochastic calculus
In 1963 Benoit Mandelbrot published an article called “The Variation of Certain Speculative Prices.” It is a response to the forming theory that would become Modern...
Who Do We Blame When an AI Finally Kills Somebody
Summary: We’re rapidly approaching the point where AI will be so pervasive that it’s inevitable that someone will be injured or killed. If you thought this was co...
Hypothesis Development Canvas Version 0.4
In the blog “Data Science ‘Paint by the Numbers’ with the Hypothesis Development…,” I introduced the Hypothesis Development Canvas as a tool for linking an ...
Mixing & Matching in R for Data Science
I’ve spent time over the last few months attempting to enhance my skills in the statistical sub-field of causal inference. Overly simplified, causal inference compr...