#tutorial

3 articles with this tag.

Backpropagation and the Chain Rule: A Simple Visual Guide

Learn how backpropagation works through a simple, step-by-step example. Understand the chain rule intuitively with clear visualizations and working code.

April 22, 202612 min read

#backpropagation#chain-rule#neural-networks

PyTorch Autograd: Automatic Differentiation from the Ground Up

beginnerDeep Learning

A complete, beginner-friendly guide to PyTorch's autograd engine — from what a gradient is to building a neural network by hand.

April 22, 202618 min read

#pytorch#autograd#deep-learning

What Is a Tensor? A Beginner's Guide with Real Examples

beginnerDeep Learning

Tensors explained from scratch — no math degree required. Learn what tensors are, why PyTorch uses them, and how to work with them confidently.

April 22, 202610 min read

#pytorch#tensors#beginner