Yu Chen·Mar 22, 2020How Django Uses Python DescriptorsDescriptors and properties are “Pythonic” ways to handle attribute access- learn how Django implements these protocols behind the scenes.
InThe StartupbyYu Chen·Mar 18, 2020How Django Use Data Descriptors & Metaclasses For Data ModellingLearn how Django uses Python metaclasses— to bring to life a robust platform to create data models with.A response icon1A response icon1
InPanoramicbyYu Chen·Aug 3, 2019Technical Deep Dive: Random ForestsRandom Forests are one of the most popular machine learning models used by data scientists today. How they are actually implemented and…A response icon3A response icon3
InPanoramicbyYu Chen·Jul 10, 2019Random Forest and Ensemble Methods for YouTube Brand Lift ForecastingRandom Forests are a natural fit for many high-dimensional datasets with highly correlated features, including Google’s Brand Lift Studies.
InPanoramicbyYu Chen·Nov 2, 2018Gaussian Processes for Little DataWe’ve all heard about Big Data, but there are often times when data scientists must fit models with extremely limited numbers of data…A response icon3A response icon3