Model Finetuning for NLICovers the second assignment for the CS-552: Modern NLP course, focusing on transfer learning and data augmentation.
Training Neural NetworksCovers the training of neural networks using stochastic gradient descent, chain rules, gradients computation, weight decay, and dropout.