Introduction to Data Governance for Machine Learning Systems: Fundamental Principles, Critical Practices, and Future Trends

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2024

A. Nandan PrasadIntroduction to Data Governance for Machine Learning Systemshttps://doi.org/10.1007/979-8-8688-1023-7_9

9. Organizational Culture and Change Management

Aditya Nandan Prasad¹  

(1)

Bangalore, Karnataka, India

 

Organizational culture and change management are critical components in ensuring the successful implementation of machine learning (ML) data governance frameworks. As organizations increasingly rely on ML systems to drive business decisions, the need for robust governance becomes paramount. This governance ensures that ML models are developed, deployed, and maintained in a manner that aligns with ethical standards, regulatory requirements, ...