In this post, we explore some broad guidelines for selecting machine learning models The overall steps for Machine Learning/Deep Learning are: Collect… Read More »How to Choose a Machine Learning Model – Some Guidelines
Convolutional neural network – In this article, we will explore our intuitive explanation of convolutional neural networks (CNNs) on high level. CNN are inspired by the… Read More »Everything You Need to Know About Convolutional Neural Networks
Something I learned during my graduate studies is that jails – like the old Don Jail as it once existed in Toronto (photographed by me… Read More »Social Complacency Model of Personal Privacy – The Faulty Discourse
Given the touting of recent analytic and machine learning results in healthcare, why haven’t doctors been replaced by computers yet?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… Read More »AI in Healthcare – Ethical Considerations
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… Read More »Building Blocks of Decision Tree
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… Read More »Learning Machine Learning: A Personal Journey
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… Read More »USF Hackathon: Making a Business Hypothesis Actionable with Prescriptive Outcomes
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… Read More »A generalized stochastic calculus
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… Read More »Who Do We Blame When an AI Finally Kills Somebody
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… Read More »Hypothesis Development Canvas Version 0.4
