Published onNovember 19, 202511 Real ML Interview Questions Asked at FAANGbeginnerresourcescareerThis guide contains the 11 types of ML design interview questions you'll encounter during FAANG interviews along with real questions per category.Read more →
Published onMay 31, 2025Cross Entropy From First Principlesmachine-learninginformation-theorylanguage-modelsCross entropy and Kullback-Leibler (KL) divergence are key concepts in training machine learning models. In this post, we derive these concepts from first principles.Read more →
Published onNovember 6, 2024FAANG Interview – Machine Learning System DesignbeginnerresourcescareerFollow this machine learning system design interview guide to prepare for FAANG interviews.Read more →
Published onOctober 1, 2024FAANG Interview – System DesignbeginnerresourcescareerFollow this system design interview guide to prepare for FAANG interviews.Read more →
Published onJuly 11, 2024Free ML Resources to Become a FAANG ML EngineerbeginnerresourcescareerThe best free online courses, YouTube videos, and resources I used to become a FAANG ML engineer.Read more →
Published onJune 9, 2024You Don't Need a Masters/PhD – How These 9 Engineers Broke Into MLRead more →29.2k views