Approved Substitutions - Specialization in Machine Learning Electives

Course/Number Course TItle
CS 6471 Computational Social Science
CS 6601 Artificial Intelligence
CS 6603/CS 8803 AIS AI, Ethics and Society 
CS 7280 Network Science
CS 7290 Advanced Microarchitecture
CS 7476 Advanced Computer Vision
CS 7632 Game AI
CS 7634  AI Storytelling in Virtual Worlds
CS 7637 Knowledge Based AI
CS 7647/CS 8803 LS Machine Learning with Limited Supervision
CS 7648 Interactive Robot Learning
CS 7649 Robot Intelligence: Planning
CS 7651 Human and Machine Learning
CS/CSE/ECE/ISYE 7750/CS 8803 MTH Math Foundations Mach Learning
CS/CSE/ECE/ISYE 7751/CS 8803 MG Graphical Models in ML
CS 8803 ACR Adaptive Control and Reinforcement
CS 8803 BM Expressive AI
CS 8803 CAB Computational and the Brain
CS/ISyE 8803 CMM Foundations of Data Privacy
CS 8803 CVL Computer Vision and Language
CS 8803 DAA Design & Analysis of Algorithms 
CS 8803 DDL Data Analytics using Deep Learning
CS 8803 DML/DMM Data Management and ML
CS 8803 DLM Deep Learning for Robotics
CS 8803 GNN Graph Neural Networks
CS 8803 HML Human and Machine Learning
CS 8803 IRL Interactive Robot Learning
CS 8803 MCE Markov Chains and Emergence
CS 8803 MGA Massive Graph Analysis
CS 8803 MM Mobile Manipulation
CS 8803 NLP Adv Natural Language Processing
CS 8803 R (Fall 2023) Conversational AI
CS 8803 RLR Deep RL for Int. Ctrl
CS 8803 SML Statistical Machine Learning
CS 8803 SMR Systems for Machine Learning
CS 8803 TOI Theory of Intelligence
CSE 6243 Advanced Topics in Machine Learning
CSE 8803 DLT Deep Learning for Text Data
CSE 8803 DSN Data Science for Social Networks
CSE 8803 EPI Data Science for Epidemiology
CSE 8803 IDM Imaging: data-driven models
CSE 8803 IUC Intro to Urban Computing
CSE 8803 IUQ Intro to Uncertainty Quantification
CSE 8803 MLB Machine Learning in Computational Biology
CSE 8803 MLC Machine Learning for Chemistry
CSE 8803 MLG Machine Learning with Graphs
CSE 8803 SML Scientific Machine Learning
BMED 7610 Computational Neuroscience
ECE 6254 Stat Machine Learning
ECE 6270 Convex Optimization
ECE/BMED 6790 Information Processing Models in Neural Systems
INTA 8803 LR Hacking for Defense
ISYE 6663 Nonlinear Optimization
ISYE 7406 Data Mining & Statistical Learning
ISYE 8803 Topics on High Dimensional Data Analyt
ISYE 8813 MAG First Order Methods in Opt
MATH 6262 Statistical Estimation