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

MapReduce Design Patterns

Realtime and Big Data Analytics Course at NYU Courant - Conceptual Notes 5

4 min read · December 15, 2025

2025 · RBDA-NYU
Big Data Processing Concepts & MapReduce

Realtime and Big Data Analytics Course at NYU Courant - Conceptual Notes 4

24 min read · December 15, 2025

2025 · RBDA-NYU
Hadoop Distributed File System (HDFS)

Realtime and Big Data Analytics Course at NYU Courant - Conceptual Notes 3

22 min read · December 15, 2025

2025 · RBDA-NYU
Reading Notes from Aleksa Gordic's GPU BlogPost

Reading notes for my reference from Aleksa Gordic's GPU BlogPost

7 min read · December 15, 2025

2025 · GPU
MLP Standard Derivatives Derivation

MLP Standard Derivatives Derivation

3 min read · December 13, 2025

2025 · ML

Data + ML

Concepts, Notes and Intuitions

GPU Essentials - A Concise Technical Guide

Wrapping Up Our ML Foundations Journey

MapReduce Design Patterns

Big Data Processing Concepts & MapReduce

Hadoop Distributed File System (HDFS)

Reading Notes from Aleksa Gordic's GPU BlogPost

MLP Standard Derivatives Derivation