Part 4/12:
He emphasizes that democratization of information and tools—through open source platforms like GitHub, online courses, and accessible data—has made it possible for individuals from varied backgrounds to develop relevant skills. As a result, wider pools of talent from diverse colleges and disciplines now qualify for data science roles. The key enabler has been the ability of aspiring data scientists to experiment, learn, and quickly iterate thanks to improved infrastructure and resources.