Introduction: The Enterprise Software Velocity Challenge Enterprise software delivery is experiencing structural pressure from every direction. Product cycles are compressing. Security threats are increasing in sophistication. Regulatory frameworks are tightening. Meanwhile, leadership expects faster innovation with lower operational risk. The traditional balance between speed and quality is no longer acceptable, modern organizations must achieve both... Continue Reading →
When Machine Learning Repositories Are Designed Like Software Systems
In a continuation of capturing lessons learned while getting my Master’s in Data Science from Boston University, I wanted to focus on how to create a real world project that is repeatable. Most machine learning projects don’t fail because the model is bad. They fail because the project can’t be reproduced, automated, or safely evolved... Continue Reading →
