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Program checklist · xMS

xMS

Teachers College at Columbia University · New York, NY

A checklist is the list of requirements to complete this program and receive the award, as the college publishes it in its catalog. It is the same for everyone. It does not say what you have completed; that comes from applying your own record.

Program
Award
xMS
CIP
27.0304
Catalog edition
2026
Checklist type
degree-program
Identifiers
IPEDS UNITID
196468
CourseShelf checklist
CK_196468_72d27066
CollegeTransfer.Net
Institution Transfer Profile
Source
CourseShelf publish 61

Requirements to complete

Every course or condition the catalog lists, in the catalog's order.

Core Courses (15 Points):

major core · 7 items
  1. ENGI E4501
    Human-Centered Design and Innovation
    Not resolved to a course
  2. ENGI E4503
    Analytics in Python
    Not resolved to a course
  3. ENGI E4504
    Data, Models and Decisions
    Not resolved to a course
  4. ENGI E4505
    Frontiers of Tough Tech
    Not resolved to a course
  5. ENGI E4507
    Fundamental Design Tools
    Not resolved to a course
  6. ENGI E4509
    Strategy, Leadership and Organizational Change
    Not resolved to a course

Capstone Course (3 Points):

1 item
  1. ENGI E4510
    Capstone
    Not resolved to a course

Advanced Materials and Nanotechnology

19 items
  1. 3.00
  2. 3.00
  3. 3.00
  4. 3.00
  5. 3.00
  6. 3.00
  7. 3.00
  8. 3.00
  9. 3.00
  10. 3.00
  11. 3.00
  12. 3.00
  13. 3.00
  14. 3.00
  15. 3.00
  16. 3.00
  17. As published: “Polymer Chemistry for Sustainable Solutions”
  18. 3.00
  19. 3.00

Artificial Intelligence and Machine Learning

50 items
  1. 3.00
  2. 3.00
  3. 3.00
  4. 3.00
  5. 3
  6. 3.00
  7. 3.00
  8. 3.00
  9. As published: “TOPICS IN COMPUTER SCIENCE (Applied Deep Learning)”
    3.00
  10. As published: “TOPICS IN COMPUTER SCIENCE (Causal Inference for Data)”
    3.00
  11. As published: “TOPICS IN COMPUTER SCIENCE ( Deep Learning for Computer Vision )”
    3.00
  12. COMS W6706
    Advanced Spoken Language Processing
    Not resolved to a course
  13. As published: “TOPICS IN COMPUTER SCIENCE (Reinforcement Learning LLMs)”
    3.00
  14. As published: “TOPICS IN COMPUTER SCIENCE (Machine Learning Frontiers)”
    3.00
  15. As published: “TOPICS IN COMPUTER SCIENCE (High Performance Machine Learning)”
    3.00
  16. As published: “TOPICS IN COMPUTER SCIENCE (Deep Learning for Robot Manipulation)”
    3.00
  17. 3.00
  18. 3.00
  19. 3.00
  20. 3.00
  21. As published: “TOPICS IN ELECTRICAL AND COMPUTER ENGINE ( Embedded AI)”
    3.00
  22. 3.00
  23. 3.00
  24. As published: “APPLIED ROBOTICS: ALGORITHMS&SOFTWARE”
    3.00
  25. 3.00
  26. 3.00
  27. MECE E6616
    ROBOT LEARNING
    Not resolved to a course
  28. 3.00
  29. 3.00
  30. 3.00
  31. As published: “Mathematics of Machine Learning, Signals, and Control”
  32. As published: “TOPICS DATA-DRIVEN ANAL & COMP (GenAI and Modern Deep Learning )”
    3.00
  33. As published: “TOPICS DATA-DRIVEN ANAL & COMP (Mathematics of Deep Learning)”
    3.00
  34. 3.00
  35. 3.00
  36. 3.00
  37. As published: “Topics in signal processing (Reinforcement Learning)”
    3
  38. As published: “TOPICS-INFORMATION PROCESSING (Reinforcement Learning in Information Systems)”
    3.00
  39. As published: “TOPICS-INFORMATION PROCESSING (Big Data Analytics)”
    3.00
  40. As published: “TOPICS-INFORMATION PROCESSING (Advanced Big Data and Artificial Intelligence)”
    3.00
  41. 3.00
  42. 3.00
  43. As published: “TOPICS-INFORMATION PROCESSING (Operating, Distributed and Runtime System Optimization through AI/ML Techniques )”
    3.00
  44. 3.00
  45. 3.00
  46. 3.00
  47. 3.00
  48. 3.00
  49. 3.00

Climate, Energy, and Sustainability

27 items
  1. 3.00
  2. 3.00
  3. 3.00
  4. 3.00
  5. 3.00
  6. 3.00
  7. 3
  8. 3.00
  9. 3.00
  10. 3.00
  11. 3.00
  12. 3.00
  13. As published: “Future Energy: Economics, Systems, Policies”
  14. 3.00
  15. As published: “TOPICS IN COMPUTER SCIENCE (Machine Learning for Climate)”
    3.00
  16. 3.00
  17. 3.00
  18. 3.00
  19. 3.00
  20. 3.00
  21. As published: “Catalysis and Kinetics of Sustainable CO2 Conversion”
  22. As published: “Polymer Chemistry for Sustainable Solutions”
  23. 3.00
  24. 3.00
  25. 3.00
  26. 3.00
  27. 3.00

Fintech and Analytics

9 items
  1. 3.00
  2. 3.00
  3. 1.50
  4. 1.50
  5. 3.00
  6. 3.00
  7. 1.50
  8. 3.00
  9. 3.00

Medical Device Design

11 items
  1. 3.00
  2. 3.00
  3. 3.00
  4. 3.00
  5. 3
  6. 3
  7. 3.00
  8. 3.00
  9. 3.00
  10. 3.00
  11. 3.00

Robotics and Smart Machines

21 items
  1. 3.00
  2. 3.00
  3. 3.00
  4. 3.00
  5. 3.00
  6. 3.00
  7. MECE E6616
    ROBOT LEARNING
    Not resolved to a course
  8. MECE E6617
    Advanced Kinematics, Dynamics, and Control in Robotics
    Not resolved to a course
  9. 3.00
  10. 3.00
  11. As published: “TOPICS IN ELECTRICAL AND COMPUTER ENGINE (Embedded AI)”
    3.00
  12. 3.00
  13. As published: “Mathematics of Machine Learning, Signals, and Control”
  14. As published: “Topics in Control (Probabilistic Robotics)”
  15. 3.00
  16. 3.00
  17. 3.00
  18. 3.00
  19. 3.00
  20. As published: “TOPICS IN COMPUTER SCIENCE (Deep Learning for Robot Manipulation)”
    3.00

Supply Chain, Retail and Service Systems

8 items
  1. 3.00
  2. 3.00
  3. 3.00
  4. 3.00
  5. 3.00
  6. 3.00
  7. 3.00
  8. 3.00
Source. Teachers College at Columbia University, catalog 2026 — https://bulletin.columbia.edu/columbia-engineering/academic-departments-programs/engineering/graduate-programs/xms/. Captured page pages/0388.html.gz. Assembled from the institution's published catalog as captured; every record names its captured page and source URL. Assembled, not asserted.