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Upcoming Seminars

Fall 2024

Practical Machine 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.

  • 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.