Julie YinTwelve Essential Docker Commands for BeginnersHow to create, restart, save and delete Docker containers, and a little bit of Docker volumesOct 24, 2018Oct 24, 2018
Julie YinUnderstanding the data splitting functions in scikit-learnIn this post, I am going to walk you through a simple exercise to understand two common ways of splitting the data into the training set…Sep 3, 20183Sep 3, 20183
Julie YinUse Steepest Descent to Build a Better Water Model for Computer-Aided Drug DesignA great part of my research is devoted to improving the accuracy of binding affinity prediction of drug candidates. You may think that the…Jun 16, 2018Jun 16, 2018
Julie YinMachine Learning: the Myth of TitanicThere is currently a prediction competition about the survival chance of Titanic passengers going on at Kaggle. It immediately grabs my…Jun 7, 20185Jun 7, 20185
Julie YinUse One-Hot-Encoding To Analyze Adult Income DataIn this post, I am going to illustrate how to use logistic regression, combined with the “one-hot-encoding” techniques to reveal certain…Jun 4, 20184Jun 4, 20184
Julie YinHow to Interpret Your Data Analysis OutputsYour left your data science classroom, real or virtual… with a fancy Jupyter notebook saved to your laptop. You felt like the time and the…May 30, 20181May 30, 20181