Explore all technical write-ups, machine learning deep dives, and system architecture guides.
From flashlight shadows to multi-dimensional Transformer attention: an intuitive, first-principles deep dive into dot products, matrix operations, and why self-attention works the way it does.
An exploration of FLOPs, memory bandwidth, MFU across GPT-2 to Claude 3.5 Sonnet, and how long-horizon autonomous agents will unlock maximum GPU throughput.
Emotion Recognition and Pattern Recognition
Reinforcement learning using Monte Carlo Methods
Solve a classic MDP ( Exploring Frozen Lake) using Dynamic Programming
Real world deep learning application to identify a dog breed from 133 breeds in total
A tutorial to build a CNN to learn CIFAR 10 Images
A declarative statistics visualization library
Introduction to Convolutional Neural Networks
How tough is it for a CIO to handle multiple Big Data projects at a time in an enterprise.