freeCodeCamp
Free Online Course
English
10 hours worth of material
selfpaced
Overview
In this course, you will learn how to build deep learning models with PyTorch and Python. The course makes PyTorch a bit more approachable for people starting out with deep learning and neural networks.
Syllabus
Introduction.
PyTorch Basics & Linear Regression.
Image Classification with Logistic Regression.
Training Deep Neural Networks on a GPU with PyTorch.
Image Classification using Convolutional Neural Networks.
Residual Networks, Data Augmentation and Regularization.
Training Generative Adverserial Networks (GANs).
Taught by
freeCodeCamp.org
