Instructor
Deep Learning with PyTorch
University of Isfahan · Online course
Designed and taught an online course introducing deep learning end-to-end in PyTorch — from automatic differentiation and optimization to convolutional, sequence, and generative models.
- Tensors, autograd & the PyTorch computational graph
- Optimization, regularization & training dynamics
- Convolutional networks for vision
- Sequence models & attention
- Introduction to generative models
