Deep Learning with PyTorch: Zero To GANs - Workshop (Intermediate)
Details
“PyTorch: Zero to GANs” is a series of online tutorials and onsite workshops covering various topics like the basics of Deep Learning, building neural networks with PyTorch, CNNs, RNNs, NLP, GANs etc. and much more. The online tutorials can be found here: https://medium.com/jovian-io/pytorch-basics-tensors-and-gradients-eb2f6e8a6eee
The workshop is FREE of cost. It is a continuation of the Beginner level workshop, and will cover the following topics:
- Review of PyTorch Basics & Linear Regression
- Image Classification using Logistic Regression
- Training Deep Neural Networks on the GPU
- Convolutional Neural Networks
The workshop takes a hands-on coding-focused approach, and everything will be taught live using interactive Jupyter notebooks. Theoretical concepts will be explained in simple terms and using code.
NOTE: Participants are required to bring fully charged laptops for interactive coding and experimentation.
Prerequisites:
- Basic coding skills (preferably Python)
- Basic understanding of linear algebra (matrices, derivatives etc.)
- Review materials from the beginner-level workshop: https://jvn.io/aakashns/0c205fae9ddd4b9692b8f67abb69bd24