PyTorch for Deep Learning Full Course Tutorial
YOUR LINK HERE:
http://youtube.com/watch?v=GIsg-ZUy0MY
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. • 💻 Code: • https://jovian.ml/aakashns/01-pytorch... • https://jovian.ml/aakashns/02-linear-... • https://jovian.ml/aakashns/03-logisti... • https://jovian.ml/aakashns/04-feedfor... • https://jovian.ml/aakashns/05-cifar10... • https://jovian.ml/aakashns/05b-cifar1... • https://jovian.ml/aakashns/06-mnist-gan • ❤️ Try interactive AI courses we love, right in your browser: https://scrimba.com/freeCodeCamp-AI (Made possible by a grant from our friends at Scrimba) • ⭐️ Course Contents ⭐️ • ⌨️ (0:00:00) Introduction • ⌨️ (0:03:25) PyTorch Basics Linear Regression • ⌨️ (1:32:15) Image Classification with Logistic Regression • ⌨️ (3:06:59) Training Deep Neural Networks on a GPU with PyTorch • ⌨️ (4:44:51) Image Classification using Convolutional Neural Networks • ⌨️ (6:35:11) Residual Networks, Data Augmentation and Regularization • ⌨️ (8:12:08) Training Generative Adverserial Networks (GANs)
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