Prediction Model

As data scientists, we’ve turn out to be extremely focused on constructing algorithms, causal/predictive models, and advice systems (and now genAI). We optimize for accuracy, fine-tune hyperparameters, and search for the subsequent big fancy...

Machine learning models are powerful, but sometimes they produce predictions that break human intuition. Imagine this: you’re predicting house prices. A 2,000 sq. ft. house is predicted cheaper than a 1,500 sq. ft. home. Sounds...