by Dr. Owns | Jan 12, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
When you run a binary classifier over a population you get an estimate of the proportion of true positives in that population. This is known as the prevalence.Photo by Rod Long on UnsplashBut that estimate is biased, because no classifier is perfect. For example, if...
by Dr. Owns | Jan 12, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Using AI to build Marcus Aurelius’ reincarnationContinue reading on Towards Data Science » Using AI to build Marcus Aurelius’ reincarnationContinue reading on Towards Data Science » deep-learning, rags, nlp, llm, editors-pick Towards Data Science – MediumRead...
by Dr. Owns | Jan 12, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Learn how to implement a fast and effective Gradient Boosting model using PythonContinue reading on Towards Data Science » Learn how to implement a fast and effective Gradient Boosting model using PythonContinue reading on Towards Data Science » lightgbm,...
by Dr. Owns | Jan 11, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
How I migrated an old solution to a more elegant, robust and scalable solution using text classification from openAIContinue reading on Towards Data Science » How I migrated an old solution to a more elegant, robust and scalable solution using text classification...
by Dr. Owns | Jan 11, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Is it better than grid search?Image by author from canvaWhen I notice my model is overfitting, I often think, “It is time to regularize”. But how do I decide which regularization method to use (L1, L2) and what parameters to choose? Typically, I perform hyperparameter...
by Dr. Owns | Jan 11, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
A step-by-step guide to creating visual agents that can navigate the web autonomouslyContinue reading on Towards Data Science » A step-by-step guide to creating visual agents that can navigate the web autonomouslyContinue reading on Towards Data Science » python,...
