Backpropagation: The Algorithm That Trains Neural Networks
A clear, math-first walkthrough of backpropagation ain rule, computational graphs, and why gradients flow backward.
ML
Machine Learning
Deep learning, neural networks, transformers, and ML infrastructure.
2 articles
Machine Learning Articles
Transformer Attention Mechanism from Scratch
Building the multi-head self-attention mechanism from first principles in NumPy, then PyTorch derstanding every matrix multiplication.