How Artificial Intelligence Is Reshaping Small Businesses
Artificial intelligence, or AI, technology is continuously reshaping small business processes, techniques, and strategies. Businesses of all sizes are always looking to A...
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Types of Variables in Data Science in One Picture
While there are several dozen different types of possible variables, all can be categorized into a few basic areas. This simple graphic shows you how they are related, wi...
Data Observability: How to Fix Your Broken Data Pipelines
Image courtesy of Julia Kozoski on Unsplash. While the technologies and techniques for analyzing, aggregating, and modeling data have largely kept pace with the demand...
Why you should NEVER run a Logistic Regression (unless you have to)
Hello fellow Data Science-Centralists! I wrote a post on my LinkedIn about why you should NEVER run a Logistic Regression. (Unless you really have to). The main thrust is...
Applications of Machine Learning in FinTech
Machine learning is a type of artificial intelligence that provides computers with the ability to learn without being explicitly programmed. The science behind machine le...
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...
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...