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.
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?? 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)
