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Program checklist · Minor

Machine Learning

Carnegie Mellon University · Pittsburgh, PA

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
Minor
Credits (computed from items)
477
Catalog edition
2026-2027
Checklist type
degree-program
Identifiers
IPEDS UNITID
211440
CourseShelf checklist
CK_211440_c2dc01e6
CollegeTransfer.Net
Institution Transfer Profile
Source
CourseShelf publish 59

Requirements to complete

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

Prerequisites

15 items
  1. 10-301
    Introduction to Machine Learning
    Not resolved to a course
    or: 10-315 Introduction to Machine Learning (SCS Majors)
    or: 07-280 Artificial Intelligence and Machine Learning I
    12
  2. 10-403
    Deep Reinforcement Learning & Control
    Not resolved to a course
    or: 10-405 Machine Learning with Large Datasets (Undergraduate)
    or: 10-414 Deep Learning Systems: Algorithms and Implementation
    or: 10-417 Intermediate Deep Learning
    or: 10-418 Machine Learning for Structured Data
    or: 10-422 Foundations of Learning, Game Theory, and Their Connections
    12
  3. 10-403
    Deep Reinforcement Learning & Control
    Not resolved to a course
    or: 10-703 Deep Reinforcement Learning & Control
    12
  4. 10-405
    Machine Learning with Large Datasets (Undergraduate)
    Not resolved to a course
    or: 10-605 Machine Learning with Large Datasets
    or: 10-745 Scalability in Machine Learning
    12
  5. 10-414
    Deep Learning Systems: Algorithms and Implementation
    Not resolved to a course
    or: 10-714 Deep Learning Systems: Algorithms and Implementation
    12
  6. 10-417
    Intermediate Deep Learning
    Not resolved to a course
    or: 11-485 Introduction to Deep Learning
    or: 10-707 Advanced Deep Learning
    12
  7. 10-418
    Machine Learning for Structured Data
    Not resolved to a course
    or: 10-618 Machine Learning for Structured Data
    or: 10-708 Probabilistic Graphical Models
    12
  8. 10-422
    Foundations of Learning, Game Theory, and Their Connections
    Not resolved to a course
    12
  9. 10-423
    Generative AI
    Not resolved to a course
    or: 10-623 Generative AI
    12
  10. 10-425
    Introduction to Convex Optimization
    Not resolved to a course
    or: 10-625 Introduction to Convex Optimization
    or: 10-725 Optimization for Machine Learning
    12
  11. 10-613
    Machine Learning Ethics and Society
    Not resolved to a course
    12
  12. 10-643
    Socio-technical Evaluations of Generative AI
    Not resolved to a course
    or: 10-743 Socio-technical Evaluations of Generative AI
    12
  13. 10-735
    Responsible AI
    Not resolved to a course
    12
  14. 10-777
    Historical Advances in Machine Learning
    Not resolved to a course
    12
  15. 36-401
    Modern Regression
    Not resolved to a course
    9

Other courses as approved

18 items
  1. 02-510
    Computational Genomics
    Not resolved to a course
    12
  2. 03-511
    Computational Molecular Biology and Genomics
    Not resolved to a course
    9
  3. 10-335
    Art and Machine Learning
    Not resolved to a course
    12
  4. 11-411
    Natural Language Processing
    Not resolved to a course
    12
  5. 11-441
    Machine Learning with Graphs
    Not resolved to a course
    9
  6. 11-481
    Generative AI for Biomedicine
    Not resolved to a course
    or: 11-781 Generative AI for Biomedicine
    12
  7. 11-661
    Language and Statistics
    Not resolved to a course
    12
  8. 11-731
    Machine Translation and Sequence-to-Sequence Models
    Not resolved to a course
    12
  9. 11-751
    Speech Recognition and Understanding
    Not resolved to a course
    12
  10. 11-755
    Machine Learning for Signal Processing
    Not resolved to a course
    12
  11. 11-777
    Multimodal Machine Learning
    Not resolved to a course
    12
  12. 15-281
    Artificial Intelligence: Representation and Problem Solving
    Not resolved to a course
    12
  13. 15-386
    Neural Computation
    Not resolved to a course
    9
  14. 15-388
    Practical Data Science
    Not resolved to a course
    9
  15. 15-482
    Autonomous Agents
    Not resolved to a course
    12
  16. 16-311
    Introduction to Robotics
    Not resolved to a course
    12
  17. 16-385
    Computer Vision
    Not resolved to a course
    12
  18. 16-720
    Computer Vision
    Not resolved to a course
    12

16-745

7 items
  1. 16-824
    Visual Learning and Recognition
    Not resolved to a course
    12
  2. 16-831
    Introduction to Robot Learning
    Not resolved to a course
    12
  3. 17-537
    Artificial Intelligence Methods for Social Good
    Not resolved to a course
    9
  4. 36-402
    Advanced Methods for Data Analysis
    Not resolved to a course
    9
  5. 36-462
    Special Topics: Statistical Machine Learning
    Not resolved to a course
    9
  6. 36-463
    Special Topics: Multilevel and Hierarchical Models
    Not resolved to a course
    9
  7. 36-700
    Probability and Mathematical Statistics
    Not resolved to a course
    12

Other courses as approved

0 items

    SCS Senior Honors Thesis

    1 item
    1. 07-599
      SCS Honors Undergraduate Research Thesis
      Not resolved to a course
      Var.

    Senior Research

    1 item
    1. 10-500
      Senior Research Project
      Not resolved to a course
      24
    Source. Carnegie Mellon University, catalog 2026-2027 — https://coursecatalog.web.cmu.edu/schools-colleges/schoolofcomputerscience/minors/machine-learning-minor/. Captured page pages/0355.html.gz. Assembled from the institution's published catalog as captured; every record names its captured page and source URL. Assembled, not asserted.