Visual Diagnostics for Machine Learning with Python

Doing machine learning with Python has never been easier. So… why is it still so hard? Machine learning is a search for the best combination of features, algorithm, and hyperparameters across an infinite search space. It’s rarely a linear process and often fraught with false starts, pivots, and do-overs. While it can be tempting to double down on gridsearch, research and experience alike suggest that human steering allows us to be more strategic in our model selection choices. In this talk we’ll explore te