Alice SH WonginDevOps.devHidden Pitfalls of MLFlow LoggingIt goes without saying that MLOps has received a lot of attention over the years due to an increasing awareness of the importance of…6 min read·May 3, 2024----
Alice SH WonginVentureOptimizing Conversion Funnels with Simple User Navigation Insights and Network GraphsUncovering Navigation Patterns7 min read·Feb 6, 2023----
Alice SH WonginHeartbeatWhy Data Science Projects Fail — Wait, Are They? (Pt 1)Data Science has come a long way since around 2014 or 2015, the years from which you can really see a spike in interest in ‘Data Science,’…10 min read·Sep 27, 2022----
Alice SH WonginHeartbeatA Comparison of Cox-PH Regression and ML Survival Models, Including Random Survival ForestsSurvival Analysis is a group of models modeling time-to-event data, with an emphasis on data that are censored. Censoring of data occurs…11 min read·Sep 20, 2022--1--1
Alice SH WonginHeartbeatReasons Data Science Projects Fail — Pt IIThis is yet another article on the reasons for Data Science projects’ failures. Hence this article seeks to avoid the commonly cited but…10 min read·Sep 17, 2022----
Alice SH WonginHeartbeatSkills for Data Scientists in Early StartupsSocial media is constantly abuzz with advice on what skills Data Scientists should possess if they want to work in the field. However, much…14 min read·Sep 1, 2022----