Lab 1: Train a Neural Net

neural-nets
python
Programming refresh and training a basic neural network with PyTorch.

Overview

A hands-on introduction to Code 2.0 — programming with neural networks. You’ll refresh your Python skills and train a basic neural network from scratch using PyTorch.

Learning Objectives

  • Review core Python programming concepts
  • Understand the structure of a neural network (layers, activations, loss functions)
  • Train a model on a simple dataset using PyTorch
  • Evaluate model performance and iterate on hyperparameters

Tasks

To be determined.

Deliverables