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 humancomputer interaction part of the systems. This can leave a big knowledge gap for data scientists working in realworld machine learning where data scientists spend more time on data management than on building algorithms. HumanintheLoop Machine Learning is a practical guide to optimizing the entire machine