the kitchen 🍜

these posts serve as technical resources for learning and research

MNIST Image Classification: From Pixels to Predictions

Build, train, evaluate, and test a neural network for handwritten digit classification in an interactive browser playground.

6 min read · August 09, 2026

2026 · machine-learning neural-networks image-classification mnist interactive · explanation
From a Decision Line to a Tiny Neural Network

A visual, interactive path through neurons, loss, gradient descent, backpropagation, mini-batches, and nonlinear classification.

41 min read · June 06, 2026

2026 · machine-learning neural-networks gradient-descent backpropagation interactive · explanation