
Practical Deep Learning Training Seminar Series
If you were unable to participate in last Fall’s training seminar series, the class materials and videos are now available online.
- Introduction: What is Machine and Deep Learning
- Intro to PyTorch – VIDEO
- Datasets and Dataloaders (for Images and Text) – VIDEO
- Convolutional Neural Networks (Will be able to build AlexNet by the end of the session) – VIDEO
- LSTM for Classification – VIDEO
- Distributed Training with Accelerate (Will be able to reproduce Resnet50 and learn basic SLURM) – VIDEO
- What is Attention? –
- Reproduce Vision Transformers – VIDEO
- Reproduce RoBERTa + Extractive QA on SQUAD (Part 1)
- Reproduce RoBERTa + Extractive QA on SQUAD (Part 2)