by Dr. Owns | Jan 8, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Everything you need to know to get started with text miningContinue reading on Towards Data Science » Everything you need to know to get started with text miningContinue reading on Towards Data Science » text-mining, data-science, unstructured-data, programming,...
by Dr. Owns | Jan 8, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Why Bayesian A/B testing can lead to misunderstandings, inflated false positive rates, introduce bias and complicate results(Image by Midjourney)Over the past decade, I’ve engaged in countless discussions about Bayesian A/B testing versus Frequentist A/B testing. In...
by Dr. Owns | Jan 8, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
How to understand and implement the estimator from scratchPhoto by Petr Macháček on UnsplashLet’s say you are in a customer care center, and you would like to know the probability distribution of the number of calls per minute, or in other words, you want to answer...
by Dr. Owns | Jan 8, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
With the help of an intricate geometric construction, we can prove that instance-wise cost functions quickly drive SVC to infinity.In the previous article in this series, we examined the concept of strategic VC dimension (SVC) and its connection to the Fundamental...
by Dr. Owns | Jan 8, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Part 5: Increasing LP flexibility to handle tricky logicContinue reading on Towards Data Science » Part 5: Increasing LP flexibility to handle tricky logicContinue reading on Towards Data Science » hands-on-tutorials, optimization, linear-programming, data-science,...
by Dr. Owns | Jan 8, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
How can numerical user metrics, such as “3 visits in the past week,” be transformed into a personalized assessment of whether this behavior is typical or unusual for the user?Cover, image by AuthorIn almost any digital product, analysts often face the challenge of...
