PinnedMichael C. J. kaoMachine Learning System Design Interview — A Personal Extension (Intro)I’ve recently picked up the Machine Learning System Design Interview book for Christmas, which is undoubtedly one of the most insightful…Dec 15, 2023Dec 15, 2023
Michael C. J. kaoMachine Learning System Design Interview Extension — People You May KnowWelcome to another post on the extension of the Machine Learning System Design Interview Extension where I share some personal extensions…Dec 28, 20231Dec 28, 20231
Michael C. J. kaoMachine Learning System Design Interview Extension— Video Recommendation SystemIn this post, I will continue to share additional personal considerations on the case presented in the Machine Learning System Design…Dec 20, 2023Dec 20, 2023
Michael C. J. kaoMachine Learning System Design Interview — A Personal Extension (Chapter 2)This is the first of the multi-part series on personal extensions I would make to the solution listed in the Machine Learning System…Dec 15, 20231Dec 15, 20231
Michael C. J. kaoDetect Feature Difference with Adversarial ValidationIntroduction to Adversarial ValidationDec 20, 20221Dec 20, 20221
Michael C. J. kaoWhy your project is always late — know your true supply hourProject planning isn’t easy, especially if you are under pressure to deliver. But why do we always wildly underestimate the amount of time…Nov 21, 2021Nov 21, 2021
Michael C. J. kaoBook Summary: Trustworthy Online Controlled ExperimentsThis is a summary of the book Trustworthy Online Controlled Experiments which consists of 5 sections touching different aspects of AB…Apr 19, 2021Apr 19, 2021
Michael C. J. kaoMy Data Science Research CanvasDon’t Repeat Myself when starting a data science project.Dec 10, 2020Dec 10, 2020
