Links

Here are some links to resources related to AI:

• Midwest Machine Learning Symposium, 5/16/2023, Chicago

• HAL tutorials:

  • April 12 Transformer Tutorial

  • February 1 Pytorch Tutorial

• Student groups:

  • AI@UIUC

  • Machine Learning Reading Group

  • Give Volunteers

  • SAIL 2023

• Research opportunities:

  • Vocabulary construction for speech recognition in Yoloxitl Mixtec

Other courses related to AI

Courses that you can take to extend your knowledge of Artificial Intelligence include the following. These are presented here in terms of the seven aspects of intelligence, but of course, the organization is a little bit arbitrary.

Topic	400-level	500-level
Deciding	CS 442 Trustworthy Machine Learning	ECE 515 Control System Theory & Design
	ECE 486 Control Systems	ECE 553 Optimum Control Systems
		ECE 557 Geometric Control Theory
		ECE 561 Statistical Inference
		ECE 566 Computational Inference
		ECE 586 Topics in Decision and Control
Learning	CS 441 Applied Machine Learning	CS 540 Deep Learning Theory
	CS 446/ECE 449 Machine Learning	CS 547 Deep Learning
		ECE 543 Statistical Learning Theory
Planning	CS 473 Algorithms	CS 573 Algorithms
	ECE 490 Introduction to Optimization	CS 574 Randomized Algorithms
		CS 576 Topics in Automated Deduction
Understanding	CS 474 Logic in Computer Science	CS 548 Models of Cognitive Processes
		ECE 563 Information Theory
Communicating	CS 447 Natural Language Processing	CS 546 Topics in NLP
	ECE 417 Multimedia Signal Processing	CS 565 Human-Computer Interaction
	ECE 459 Communications Systems	CS 567 Social Signals and Social Media
	ECE 461 Digital Communications	CS 568 User-Centered Machine Learning
		ECE 537 Speech Processing
		ECE 594 Models of Language
Perceiving	CS 444 DL for Computer Vision	CS 543/ECE 549 Computer Vision
	CS 445 Computational Photography	CS 544 Optimization in Computer Vision
	CS 448 Audio Computing Laboratory	CS 545 ML for Signal Processing
	ECE 418 Image & Video Processing	ECE 558 Digital Imaging
Acting	CS 443 Reinforcement Learning	CS 542 Statistical RL
	ECE 426 Principles of Mobile Robotics
	ECE 470 Introduction to Robotics
	ECE 489 Robot Dynamics and Control