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,...
by Dr. Owns | Jan 11, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
The math behind neural networks visually explainedContinue reading on Towards Data Science » The math behind neural networks visually explainedContinue reading on Towards Data Science » deep-dives, neural-networks, perceptron, activation-functions,...
by Dr. Owns | Jan 10, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Explore the power of regex and save time in data analysisContinue reading on Towards Data Science » Explore the power of regex and save time in data analysisContinue reading on Towards Data Science » data-cleaning, data-science, python, programming, regex Towards...
by Dr. Owns | Jan 10, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
A Popular Toy in a Brave New WorldContinue reading on Towards Data Science » A Popular Toy in a Brave New WorldContinue reading on Towards Data Science » machine-learning, rubiks-cube, artificial-intelligence, editors-pick, data-science Towards Data Science –...
by Dr. Owns | Jan 10, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
MODEL EVALUATION & OPTIMIZATIONWhen all models have similar accuracy, now what?You’ve trained several classification models, and they all seem to be performing well with high accuracy scores. Congratulations!But hold on — is one model truly better than the others?...
