Deep Learning / Spring 1399 (2020)
Announcements
- New Assignment released: [Assignment #4 - Transformer and BERT]
- New Lecture is up: Transformer and BERT [Slides]
- New Lecture is up: Generative Deep Learning [Slides]
- New Lecture is up: Advanced Models [Slides]
- New Lecture is up: Processing Text and Sequential Data [Slides]
- New Assignment released: [Assignment #3 - Computer Vision]
- New Assignment released: [Assignment #2 - Getting Started with Keras]
Course Description
This course is a dive into applied deep learning. The students will learn how to implement and train neural networks in a variety of tasks across image, sound, and text processing. As a prerequisite, the students are expected to have a basic knowledge of neural networks and be familiar with the concepts behind their structure and training (backpropagation, etc).
Course instructor
Mohammad Taher Pilehvar
Teaching Assistants
Mehrdad Nasser
Amin Pourdabiri
Mehdi Lotfi
Shaghayegh Jalali