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
- ENGI E4501Human-Centered Design and InnovationNot resolved to a course
- ENGI E4503Analytics in PythonNot resolved to a course
- ENGI E4504Data, Models and DecisionsNot resolved to a course
- ENGI E4505Frontiers of Tough TechNot resolved to a course
- ENGI E4507Fundamental Design ToolsNot resolved to a course
- ENGI E4509Strategy, Leadership and Organizational ChangeNot resolved to a course
Capstone Course (3 Points):
1 item
- ENGI E4510CapstoneNot resolved to a course
Advanced Materials and Nanotechnology
19 items
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
- As published: “Polymer Chemistry for Sustainable Solutions”
- 3.00
- 3.00
Artificial Intelligence and Machine Learning
50 items
- 3.00
- 3.00
- 3.00
- 3.00
- 3
- 3.00
- 3.00
- 3.00
- As published: “TOPICS IN COMPUTER SCIENCE (Applied Deep Learning)”3.00
- As published: “TOPICS IN COMPUTER SCIENCE (Causal Inference for Data)”3.00
- As published: “TOPICS IN COMPUTER SCIENCE ( Deep Learning for Computer Vision )”3.00
- COMS W6706Advanced Spoken Language ProcessingNot resolved to a course
- As published: “TOPICS IN COMPUTER SCIENCE (Reinforcement Learning LLMs)”3.00
- As published: “TOPICS IN COMPUTER SCIENCE (Machine Learning Frontiers)”3.00
- As published: “TOPICS IN COMPUTER SCIENCE (High Performance Machine Learning)”3.00
- As published: “TOPICS IN COMPUTER SCIENCE (Deep Learning for Robot Manipulation)”3.00
- 3.00
- 3.00
- 3.00
- 3.00
- As published: “TOPICS IN ELECTRICAL AND COMPUTER ENGINE ( Embedded AI)”3.00
- 3.00
- 3.00
- As published: “APPLIED ROBOTICS: ALGORITHMS&SOFTWARE”3.00
- 3.00
- 3.00
- MECE E6616ROBOT LEARNINGNot resolved to a course
- 3.00
- 3.00
- 3.00
- As published: “Mathematics of Machine Learning, Signals, and Control”
- As published: “TOPICS DATA-DRIVEN ANAL & COMP (GenAI and Modern Deep Learning )”3.00
- As published: “TOPICS DATA-DRIVEN ANAL & COMP (Mathematics of Deep Learning)”3.00
- 3.00
- 3.00
- 3.00
- As published: “Topics in signal processing (Reinforcement Learning)”3
- As published: “TOPICS-INFORMATION PROCESSING (Reinforcement Learning in Information Systems)”3.00
- As published: “TOPICS-INFORMATION PROCESSING (Big Data Analytics)”3.00
- As published: “TOPICS-INFORMATION PROCESSING (Advanced Big Data and Artificial Intelligence)”3.00
- 3.00
- 3.00
- As published: “TOPICS-INFORMATION PROCESSING (Operating, Distributed and Runtime System Optimization through AI/ML Techniques )”3.00
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
Climate, Energy, and Sustainability
27 items
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
- 3
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
- As published: “Future Energy: Economics, Systems, Policies”
- 3.00
- As published: “TOPICS IN COMPUTER SCIENCE (Machine Learning for Climate)”3.00
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
- As published: “Catalysis and Kinetics of Sustainable CO2 Conversion”
- As published: “Polymer Chemistry for Sustainable Solutions”
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
Fintech and Analytics
9 items
- 3.00
- 3.00
- 1.50
- 1.50
- 3.00
- 3.00
- 1.50
- 3.00
- 3.00
Medical Device Design
11 items
- 3.00
- 3.00
- 3.00
- 3.00
- 3
- 3
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
Robotics and Smart Machines
21 items
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
- MECE E6616ROBOT LEARNINGNot resolved to a course
- MECE E6617Advanced Kinematics, Dynamics, and Control in RoboticsNot resolved to a course
- 3.00
- 3.00
- As published: “TOPICS IN ELECTRICAL AND COMPUTER ENGINE (Embedded AI)”3.00
- 3.00
- As published: “Mathematics of Machine Learning, Signals, and Control”
- As published: “Topics in Control (Probabilistic Robotics)”
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
- As published: “TOPICS IN COMPUTER SCIENCE (Deep Learning for Robot Manipulation)”3.00
Supply Chain, Retail and Service Systems
8 items
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
- 3.00
- 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.