Keith is a veteran thought leader, frequent conference speaker and podcast guest, and author of seven books. His LinkedIn Learning courses in AI, machine learning, and statistics have attracted more than a million learners. Keith (INTP) first learned about type as a college freshman when he sought Mary McCaulley’s advice on a research project. That led to nearly a decade of research and launched his career in data science.