Research from Altitude by Geotab indicates that after congestion pricing in Manhattan, 44% of roadways in the congestion relief zone experienced faster travel times for commercial vehicles.
Real leadership doesn't happen in spreadsheets. It plays out in moments where you have to weigh risk, seize opportunity, and move - often with imperfect information.
In comparing the replication data analysis to the original study, we noted a significant decrease in effectiveness, from close to 60% to nearly 40%, indicating potential variability in treatment outcomes.
The obsession with root-cause analysis remains constant as I focus on understanding what prevents one more successful trip, whether debugging a SQL query or redesigning a reservation flow.
The computational challenge in Gaussian Process regression largely stems from the need to efficiently handle the inverse of the covariance matrix, which can be addressed through various approximation methods.