Foundations of Neural Networks with PyTorch
tutorialMd. NayeemOct 12, 2026

Foundations of Neural Networks with PyTorch

A step-by-step primer on building your first modular neural network from scratch using PyTorch.

Getting Started with PyTorch

PyTorch has become the de-facto standard for deep learning research. In this guide, we walk through the fundamentals of tensors, autograd, and building modular neural networks.

import torch
import torch.nn as nn

class Net(nn.Module):
    def __init__(self):
        super().__init__()
        self.fc = nn.Linear(784, 10)
    def forward(self, x):
        return self.fc(x)

Stay tuned for part two where we train on real-world datasets!