Geoffrey Moore emphasizes that Hadoop is essential for handling big data in his keynote at Strata 2014. He discusses how big data presents existential threats to traditional sectors such as retail, advertising, security, and banking. The document highlights the importance of leveraging data for deeper insights and mentions notable technology companies involved in this landscape.