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Program checklist · Minor

Artificial Intelligence

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
CIP
11.0102
Total credits (published)
9
Credits (computed from items)
548-551
Catalog edition
2026-2027
Checklist type
degree-program
Identifiers
IPEDS UNITID
211440
CourseShelf checklist
CK_211440_7611bfc0
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

4 items
  1. 15-121
    Introduction to Data Structures
    Not resolved to a course
    or: 15-122 Principles of Imperative Computation
    12
  2. 21-112
    Integral Calculus
    Not resolved to a course
    or: 21-120 Differential and Integral Calculus
    or: 21-259 Calculus in Three Dimensions
    10
  3. 21-127
    Concepts of Mathematics
    Not resolved to a course
    or: 21-128 Mathematical Concepts and Proofs
    or: 15-151 Mathematical Foundations for Computer Science
    12
  4. 21-240
    Matrix Algebra with Applications
    Not resolved to a course
    or: 21-241 Matrices and Linear Transformations
    10

Required Core Courses

major core · 3 items
  1. 15-259
    Probability and Computing
    Not resolved to a course
    or: 21-325 Probability
    or: 21-425 Probability and Martingales
    or: 36-218 Probability Theory for Computer Scientists
    or: 36-225 Introduction to Probability Theory
    or: 36-235 Probability and Statistical Inference I
    9-12
  2. 07-280
    Artificial Intelligence and Machine Learning I
    Not resolved to a course
    12
  3. 07-380
    Artificial Intelligence and Machine Learning II
    Not resolved to a course
    12

Technical Electives

electives · 0 items

    Cognition and Action Cluster

    11 items
    1. 15-386
      Neural Computation
      Not resolved to a course
      9
    2. 15-482
      Autonomous Agents
      Not resolved to a course
      12
    3. 15-494
      Cognitive Robotics: The Future of Robot Toys
      Not resolved to a course
      12
    4. 16-350
      Planning Techniques for Robotics
      Not resolved to a course
      12
    5. 16-362
      Mobile Robot Algorithms Laboratory
      Not resolved to a course
      12
    6. 16-384
      Robot Kinematics and Dynamics
      Not resolved to a course
      12
    7. 85-213
      Human Information Processing and Artificial Intelligence
      Not resolved to a course
      9
    8. 85-412
      Cognitive Modeling
      Not resolved to a course
      9
    9. 85-419
      Introduction to Parallel Distributed Processing
      Not resolved to a course
      9
    10. 85-420
      Biologically Intelligent Exploration
      Not resolved to a course
      9
    11. 85-472
      Cognitive Neuropsychology
      Not resolved to a course
      9

    Machine Learning Cluster

    14 items
    1. 10-403
      Deep Reinforcement Learning & Control
      Not resolved to a course
      12
    2. 10-405
      Machine Learning with Large Datasets (Undergraduate)
      Not resolved to a course
      12
    3. 10-414
      Deep Learning Systems: Algorithms and Implementation
      Not resolved to a course
      12
    4. 10-417
      Intermediate Deep Learning
      Not resolved to a course
      12
    5. 10-418
      Machine Learning for Structured Data
      Not resolved to a course
      12
    6. 10-422
      Foundations of Learning, Game Theory, and Their Connections
      Not resolved to a course
      12
    7. 10-423
      Generative AI
      Not resolved to a course
      12
    8. 10-424
      Bayesian Methods in Machine Learning
      Not resolved to a course
      12
    9. 10-425
      Introduction to Convex Optimization
      Not resolved to a course
      12
    10. 11-441
      Machine Learning with Graphs
      Not resolved to a course
      9
    11. 11-485
      Introduction to Deep Learning
      Not resolved to a course
      12
    12. 15-388
      Practical Data Science
      Not resolved to a course
      or: 67-364 Practical Data Science
      9
    13. 36-401
      Modern Regression
      Not resolved to a course
      9
    14. 36-402
      Advanced Methods for Data Analysis
      Not resolved to a course
      9

    Perception and Language Cluster

    8 items
    1. 11-411
      Natural Language Processing
      Not resolved to a course
      12
    2. 11-442
      Search Engines
      Not resolved to a course
      9
    3. 11-492
      Speech Technology for Conversational AI
      Not resolved to a course
      12
    4. 15-387
      Computational Perception
      Not resolved to a course
      9
    5. 15-463
      Computational Photography
      Not resolved to a course
      12
    6. 16-385
      Computer Vision
      Not resolved to a course
      12
    7. 85-370
      Cognitive Neuropsychology Research Methods
      Not resolved to a course
      9
    8. 85-408
      Visual Cognition
      Not resolved to a course
      9

    Societal Aspects of AI

    0 items

      Human-AI Interaction Cluster

      4 items
      1. 05-317
        Design of Artificial Intelligence Products
        Not resolved to a course
        12
      2. 05-318
        Human AI Interaction
        Not resolved to a course
        12
      3. 05-391
        Designing Human Centered Software
        Not resolved to a course
        12
      4. 16-467
        Introduction to Human Robot Interaction
        Not resolved to a course
        12

      AI and Humanity Cluster

      7 items
      1. 16-161
        Artificial Intelligence and Humanity
        Not resolved to a course
        12
      2. 16-735
        Ethics and Robotics
        Not resolved to a course
        12
      3. 17-200
        Ethics and Policy Issues in Computing
        Not resolved to a course
        9
      4. 79-302
        Killer Robots? The Ethics, Law, and Politics of Drones and A.I. in War
        Not resolved to a course
        9
      5. 80-249
        AI, Society, and Humanity
        Not resolved to a course
        9
      6. 88-230
        Human Intelligence and Human Stupidity
        Not resolved to a course
        9
      7. 88-275
        Bubbles: Data Science for Human Minds
        Not resolved to a course
        9
      Source. Carnegie Mellon University, catalog 2026-2027 — https://coursecatalog.web.cmu.edu/schools-colleges/schoolofcomputerscience/minors/artificial-intelligence-minor/. Captured page pages/0333.html.gz. Assembled from the institution's published catalog as captured; every record names its captured page and source URL. Assembled, not asserted.