Human-in-the-Loop Machine Learning: Active learning and annotation for human-centered AI

Human-in-the-Loop Machine Learning lays out methods for humans and machines to work together effectively.

Summary
Most machine learning systems that are deployed in the world today learn from human feedback. However, most machine learning courses focus almost exclusively on the algorithms, not the human-computer interaction part of the systems. This can leave a big knowledge gap for data scientists working in real-world machine learning, where data scientists spend more time on data managemen...