We’ve listed common types of data bias in machine learning to help you analyze and understand where it happens, and what you can do about it. (more…)

Abstract. Machine learning is a branch of computer science that has the potential to transform epidemiologic sciences. Amid a growing focus on “Big Data,” it o... (more…)

Open source platform for the machine learning lifecycle - mlflow/mlflow... (more…)

As machine learning increasingly affects people and society, it is important that we strive for a comprehensive and unified understanding of potential sources of unwanted consequences. For instance, downstream harms to particular groups are often blamed o... (more…)

This guide intends to be a collection of resources on Machine Learning and Deep Learning, organized in a sequencial manner for any Software Engineer. (more…)