In transitioning from buy to build, an important consideration is whether there exists open-source software that will allow you to affordably customize and extend pre-built features without paying hefty costs to a third party. Open-source solutions exist for virtually all aspects of a machine learning platform, ranging from solutions that manage your data layer, model development and management, and higher-level analytics and reporting.
