Startup Week San Diego (SDSW) is a key event promoting innovation and entrepreneurship, featuring over 100 local events over five days. It serves as a platform for entrepreneurs to learn and connect while discussing various startup-related metrics and methodologies. Key takeaways emphasize the importance of data and questioning assumptions in the startup journey.