Building a Machine Learning Manifesto

This chapter explores a manifesto aimed at enhancing the maturity of machine learning by aligning it with software engineering best practices, focusing on reproducibility, accountability, collaboration, and continuous deployment. The discussion emphasizes the challenges organizations face in deploying machine learning models and highlights the significance of scalability, interoperability, and team collaboration in this evolving field.