Deep Learning @ TAU

Deep Learning @ TAU

Tel Aviv University/Instructor/24/25

This semester of Deep Learning focused on practical neural-network modeling in PyTorch, from optimization and core architectures through sequence models, transformers, and modern generative methods.

Course Materials

Week 0

• Deep Learning 24/5 - S0: Course Intro - During the first lecture

Week 1

• Deep Learning 24/5 - S1: Introduction to Deep Learning - Week 1 +2 lecture slides

Week 2

• Deep Learning 24/5 - S2: Deep Neural Networks - Week 3 +4-ish lecture slides

Week 3

• Deep Learning 24/5 - S3: Convolutional Neural Networks - Week 5 lecture slides

Week 4

• Deep Learning 24/5 - S4: Sequences, RNNs & Transformers - Week 6+7 lecture slides