MS in AI at UT Austin - Courses I Should Take?

I am preparing for registering the courses for my first semester. Which courses I should take listed below. Since I only have the courses descriptions without any insight from alumni about the courses effort, difficulty, etc. Thus really appreciate for your help. Asterisk are courses open on this spring semester

  1. Ethics in AI*
  2. Optimization*
  3. Online Learning and Optimization*
  4. Automated Logical Reasoning*
  5. Natural Language Processing
  6. Case Studies in Machine Learning*
  7. AI in Healthcare*
  8. Machine Learning*
  9. Deep Learning*
  10. Reinforcement Learning
  11. Planning, Search, and Reasoning Under Uncertainty
  12. Advances in Deep Learning*
  13. Advances in Deep Generative Models*

Posted Jan 8, 2026, 2:56 AM UTC

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