Hackers and Slackers

Data Science

Watch as we attempt to maintain a delicate harmony of math, engineering, and intuition to solve larger-than-life problems.

Code Snippet Corner: Tuning Machine Learning Hyperparameters with Binary Search

Tune the n_estimators parameter in for a Random Forests classifier in scikit-learn in Python

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

Code Snippet Corner Author imageMatthew Alhonte Author imagematt Sep 03

Data Could Save Humanity if it Weren't for Humanity

A compelling case for robot overlords.

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

Data Author imageTodd Birchard Author imagetodd Jul 20