Welcome to the 11th issue of the ML Ops newsletter. In this issue, we cover the “Big Ideas 2021” report from ARK (with a focus on deep learning), share a scoring rubric for measuring the maturity of production ML systems, discuss core concepts of an ML monitoring solution and share a thought-provoking article on security considerations in ML systems.