Practical Data Centric AI in the Real World

Practical Data Centric AI in the Real World

Data-centric AI marks a dramatic shift from how we’ve done AI over the last decade. Instead of solving challenges with better algorithms, we focus on systematically engineering our data to get better and better predictions. But how does that work in the real world?...
Practical Data Centric AI in the Real World

Practical Data Centric AI in the Real World

Data-centric AI marks a dramatic shift from how we’ve done AI over the last decade. Instead of solving challenges with better algorithms, we focus on systematically engineering our data to get better and better predictions. But how does that work in the real world?...
Scaling Breast Cancer Detection with Pachyderm

Scaling Breast Cancer Detection with Pachyderm

Introduction Breast cancer is a horrible disease that affects millions worldwide. In the US and other high-income countries, advances in medicine and increased awareness have significantly improved the survival rate of breast cancer to 80% or higher. However, in many...