Helper functions here
One of the best features of Random Forests is that it has built-in Feature Selection. Explicability is one of the things we often lose when we go from traditional statistics to Machine Learning, but Random
Ah, hyperparameter tuning. Time & compute-intensive. Frequently containing weird non-linearities in how changing a parameter changes the score and/or the time it takes to train the model.
RandomizedSearchCV goes noticeably faster than a full
GridSearchCV but it still takes
Let's say you were continuing our task from last week: Taking a bunch of inconsistent Excel files and CSVs, and putting them into a database.
Let's say you've been given a new CSV that conflicts with some rows you've already
A decade has passed since I stumbled into technical product development. Looking back, I've spent that time almost exclusively in the niche of data-driven products and engineering. While it seems obvious now, I realized in the 2000s that you could