Ian XiaoinTowards Data ScienceMyths about Tech Startups3 things I wish I knew before joining a tech startup·6 min read·May 2, 2021----
Ian XiaoinTowards Data ScienceData Product & Economy 2.0Rethinking Data Product and its Business Model·8 min read·Jan 30, 2021----
Ian XiaoinTowards Data ScienceThe Pursuit of LiftA tool to spot why many ML projects fail·5 min read·Dec 28, 2020----
Ian XiaoinTowards Data ScienceHow to get job referrals as a shy data scientist?Tips, Lessons Learned, and the 1+1+1 Process·10 min read·Sep 18, 2020--1--1
Ian XiaoinTowards Data ScienceA Battle of XGBoost & PyTorchA non-technical comparison of XGBoost and PyTorch·5 min read·Jul 27, 2020--2--2
Ian XiaoinTowards Data ScienceUber’s Machine Learning Let Me DownFighting a Uber Hacker in Real-Time & Suggestions to Uber·10 min read·May 20, 2020--1--1
Ian XiaoinTowards Data ScienceNext Best Data Science JobsThe Most Popular Transition Routes for Data Scientists·8 min read·Apr 23, 2020----
Ian XiaoComforting Our Eroding Minds3 verbal phrases to calm our minds and celebrate the reality·4 min read·Apr 13, 2020----
Ian XiaoinTowards Data ScienceShould We Stay in Data Science?4 Realistic Career Options for Data Scientists·9 min read·Mar 26, 2020--5--5