Yu ChenHow Django Uses Python DescriptorsDescriptors and properties are “Pythonic” ways to handle attribute access- learn how Django implements these protocols behind the scenes.·18 min read·Mar 22, 2020----
Yu CheninThe StartupHow 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.·14 min read·Mar 18, 2020--1--1
Yu CheninPanoramicTechnical 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…·10 min read·Aug 3, 2019--3--3
Yu CheninPanoramicRandom 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.·11 min read·Jul 10, 2019----
Yu CheninPanoramicGaussian 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…16 min read·Nov 2, 2018--3--3