Data + ML

Concepts, Notes and Intuitions

GPU Essentials - A Concise Technical Guide

A concise, technical guide to GPU architecture and CUDA, showing how massive parallelism is achieved through threads, blocks, SMs, and memory hierarchies.

26 min read · 2025

Wrapping Up Our ML Foundations Journey

A reflection on our exploration of machine learning fundamentals, from mathematical prerequisites to gradient boosting.

3 min read · 2025

Introduction to Machine Learning(ML)

An easy guide to machine learning, its applications, and how it connects to AI and human learning.

5 min read · December 19, 2024

2024 · ML · ML-NYU
Preface & Introduction

First blog post—setting the stage for the journey ahead.

3 min read · December 18, 2024

2024 · ML · ML-NYU