It Takes a Village…

It Takes a Village…

The saying goes, “It takes a village to raise a child,” meaning that it takes an entire community interacting with a child for that child to safely/healthily grow and succeed in the community. Suppose if you will that roughly the same is true of the AI/ML community...
Full-Loop Deep Learning

Full-Loop Deep Learning

Introduction As a deep learning practitioner, it can be hard not to spend a great deal of time and energy tuning and re-tuning a model. What if I just change the learning rate a little? What if I alter the architecture to implement this cool new feature I read about...
Hello World

Hello World

Just a bit over 3 years ago, the Data Science and Analytics Lab (DSAL) inside American Family Insurance was asked to tackle two particularly tough questions… Could satellite, aerial, drone, and ground-level imagery combined with AI and Machine Learning substantially...