nachiket tanksale·23h agoDay 8: ML Infrastructure, Training at Scale, Data Parallelism, and Distributed TrainingRead the Day 7 story here.
nachiket tanksale·4d agoDay 7: RAG Systems, Retrieval Is an ML Problem, Not Just a Vector DatabaseRead Day 6 here
nachiket tanksale·Nov 1Day 5: ML System Design, Designing a Production Recommendation SystemRead Day 4 here
nachiket tanksale·Oct 30Day 4: Neural Network Backpropagation: What Is Actually Being Differentiated?Read Day 3 hereA response icon1A response icon1
nachiket tanksale·Oct 29Day 3: Maximum Likelihood, MAP, and the Bayesian View of RegularizationRead Day 2 hereA response icon1A response icon1
nachiket tanksale·Oct 24Day 2: Bias–Variance, Regularization, and GeneralizationRead Day 1 Problem here.
nachiket tanksale·Oct 21Day 1: Logistic Regression, the Model Underneath a Surprising Amount of MLAbout this series
nachiket tanksale·Jun 19, 2025Illusion-ception — Illusion of illusion of illusion of illusion of ThinkingNote: This article is just for fun and does not have any technical or profound discussion, just take it with a pinch of salt. (Just as you…
InBecoming Human: Artificial Intelligence Magazinebynachiket tanksale·Nov 3, 2020Vision Transformers — attention for vision task.Recently there’s paper “An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale” on open-review. It uses pretrained…