Fall 2024
Practical Deep Learning Training Seminar Series
The Center for Artificial Intelligence Innovation is providing a practical ML training seminar series this semester. The instructor will be Priyam Mazumdar, Priyam is a PhD student in Electrical and Computer Engineering at UIUC and is a Researcher at the National Center for Supercomputing Applications Center for AI Innovation. He is also a Research & Development Intern at Sandia National Labs in Deep Learning for Neuromorphic Computing.
This seminar series will be presented:
Dates: Thursdays from 3 to 5 pm –
9/19/24 to 11/21/24
Location: The Grainger College of Engineering –
Electrical & Computer Engineering building
Address: 306 N. Wright St., Urbana, IL
Room: ECEB – 1013
This is an in-person only seminar.
<a href="http://Image by vecstock on Freepik“>Image by starline
This is the list of lesson topics and the dates they will be presented:
- Introduction: What is Machine and Deep Learning – 09/19/24
- Intro to PyTorch – 09/26/24
- Datasets and Dataloaders (for Images and Text) – 10/3/24
- Convolutional Neural Networks (Will be able to build AlexNet by the end of the session) – 10/10/24
- LSTM for Classification – 10/17/24
- Distributed Training with Accelerate (Will be able to reproduce Resnet50 and learn basic SLURM) – 10/24/24
- What is Attention? – 10/31/24
- Reproduce Vision Transformers – 11/7/24
- Reproduce RoBERTa + Extractive QA on SQUAD (Part 1) – 11/14/24
- Reproduce RoBERTa + Extractive QA on SQUAD (Part 2) – 11/21/24
If you would like to attend these seminars, please complete the registration form HERE.