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PyTorch for Deep Learning - Full Course / Tutorial

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About PyTorch for Deep Learning - Full Course / Tutorial

Explore PyTorch for Deep Learning - Full Course / Tutorial with 887,622 views, 18,362 likes, and 394 comments. Experience the impact of this video content that has captured audience attention.

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-basics https://jovian.ml/aakashns/02-linear-regression https://jovian.ml/aakashns/03-logistic-regression https://jovian.ml/aakashns/04-feedforward-nn https://jovian.ml/aakashns/05-cifar10-cnn https://jovian.ml/aakashns/05b-cifar10-resnet 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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