Deep Learning

combined Undergrad and Grad course, Technion, CS + Raichman, CS, 2022

Head TA for cs236781. I am the head TA, means all tutorials and home assignments under my responsibilities. We’ve created a course with three segments

Supervised learning (Image)

From linear models, MLP and CNN to EfficientNet, MobileNet and Object detection models.

Sequntial modeling (NLP)

From RNN and LSTM to attention and transformers.

Generative models

GAN, VAE, DDPM