Wind farms have traditionally made less money for the electricity they produce because they have been unable to predict how windy it will be tomorrow. Not any more. (more…)

I know many data scientists, including myself, who do most of their work on a GPU-enabled machine, either locally or in the cloud, through Jupyter Notebooks or some Python IDE. During my two years as AI/ML software engineer that is exactly what I was doin... (more…)

An oft-overlooked area of data science is the actual architecture of machine learning systems. This book provides an overview of common design patterns for planning, building, and scaling ML systems. (more…)

When building data science and machine learning powered products the research-development-production workflow is not linear like in traditional software development where the... (more…)

In this blog series, we’ll explain common topics in privacy-preserving data science, from a single sentence to code examples. We hope these posts serve as a useful resource for you to figure out the best techniques for your organization. (more…)