Cross-validation and hyperparameter tuning
Introduction Almost every machine learning algorithm comes with a large number of settings that we, the machine learning researchers and practitioners, need to specify. T...
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Real Estate: How it is Impacted by Business Intelligence
Data is the new oil that has been thrown around long enough to render it a cliché by this point. However, that doesn’t take away from the fact that data is among t...
A quick demonstration of polling confidence interval calculations using simulation
At dinner with friends last Sunday, the topic of conversation fixated on — what else — the upcoming presidential election. That morning, a poll had been relea...
Machine Learning with Applications in One Picture
Interesting picture summarizing several types of techniques used in machine learning, contrasting unsupervised learning with unsupervised learning and reinforcement learn...
Importance of Service Mesh Networks for Scaling Enterprise AI Solutions
Source Background and Origin of Service Mesh Network – Istio In enterprise AI architectures, Kubernete...
5 Rules of Probability in One Picture (Cat and Dog Edition)
Knowledge of the basic rules of probability is a must-have for any data scientist. But if you’re a visual learner like me, learning the algebraic representations o...
No Causation without representation!
My free book Bayesuvius now has 39 chapters. I had been postponing writing the chapters on Pearl causality until now, because I consider them to be the most important cha...
Big Data: How it is Reshaping Retail
Plenty of new technologies have emerged. Some of them have quickly established themselves to virtually connect us as an integral part of, well, everything we do. One of t...
A simple guide to AI, Machine Learning and Deep Learning
This article was written on Graymatter. Let start at the beginning; back in the 50’s we dreamt about robots making our tea (AI) and what we could do with our spare ti...
Explainable Artificial Intelligence (XAI)
This article was written by Dr. Matt Turek. Dramatic success in machine learning has led to a torrent of Artificial Intelligence (AI) applications. Continued advances...