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...
by Dr. Owns | Jan 8, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Examples of custom callbacks and custom fine-tuning code from different librariesContinue reading on Towards Data Science » Examples of custom callbacks and custom fine-tuning code from different librariesContinue reading on Towards Data Science » active-learning,...
by Dr. Owns | Jan 8, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
The interplay between ownership, outsourcing, and remote workAs we enter 2025, artificial intelligence (AI) is taking center stage at companies across industries. Faced with the twin challenges of acting decisively in the short run (or at least appearing to do so to...
