Navigating Data Roles and Innovation

This chapter explores the complexities of defining roles in the data field, focusing on the distinctions between analytics and machine learning. It highlights how company size, resource availability, and innovation drivers affect productivity and the approach to data utilization. Through discussions on historical advancements and the impact of recent tax laws, the chapter emphasizes the challenges and opportunities for both startups and established businesses in fostering a culture of innovation.