Always practice user-led design. Empathise with end-users, both internal and external ones.
“Science is in a methodological crisis” — this seems to be a common sentiment among academics.
In a survey of 1,500 researchers, 70% of them said they had failed to replicate another scientist’s experiment . In a 2009 study, 14% of scientists admitted to personally knowing someone who had falsified results . A 2019 meta-study of deep learning in recommendation systems suggested that less than 40% of papers were replicable . Countless other studies have gone on to confirm similar findings.
Experienced Data Scientist with a proven track record building industry leading machine learning solutions.