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MBA AI course adoption

Explore how top MBA programs are building AI offerings. The chart uses the Course Count Summary tab and includes medium and high confidence entries.

Published

By Graeme O'Connor, Founder of GMAT Panda. 99th percentile GMAT scorer, London Business School MBA alumnus (Dean's List, ex Student Ambassador), 10+ years of GMAT tutoring and admissions consulting for top US and European schools.

Study Snapshot

A quick read on the scope of the review and what stands out across top MBA programs.

Schools assessed

20

US 11, Europe 5, Asia 3, plus 1 joint Asia-Europe program

Named classes reviewed

191

full course-by-course register and source links appear near the bottom of this page

Functional & Industry Angles Identified

13

11 functional angles and 2 industry angles identified from course titles and notes

Key findings

  • Top programs by AI course count: Stanford GSB (30), Darden (25), Wharton (15).
  • Electives dominate the landscape, with 157 of 166 identified AI courses offered outside the core.
  • 9 of 15 schools in the chart advertise a formal AI concentration, major, or pathway.

Number of AI courses offered by MBA programs

Technical coreTechnical electiveNon-technical coreNon-technical elective

School Summaries

Filter & reorder schools (drag to reorder)
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AI course adoption across top MBA programs

Stanford GSB

30 AI coursesAI focus

Functional & Industry Focus of AI Courses

Ethics/PolicyStrategyLeadershipMarketingOperationsAnalytics/DSProduct MgmtAI LiteracyFinanceProgrammingEntrepreneurship
HealthcareFinTech

Student AI use

  • AI cannot be banned for take-home work by default
  • In-class restrictions vary by instructor
  • Citation often required when AI is used

Notable Tools Available to Students

AI interview coachingCareer AI tools

Darden

25 AI coursesAI focus

Functional & Industry Focus of AI Courses

Ethics/PolicyLeadershipStrategyFinanceMarketingAnalytics/DSOperationsAI LiteracyProduct MgmtProgrammingEntrepreneurship
Healthcare

Student AI use

  • AI, Data & Decision Science track shapes elective choices
  • Course-specific rules apply for assessments and AI disclosure

Wharton

15 AI coursesAI focus

Functional & Industry Focus of AI Courses

FinanceMarketingAnalytics/DSProgrammingAI LiteracyEthics/PolicyStrategyEntrepreneurshipOperations
Healthcare

Student AI use

  • Some courses require or integrate AI (for example Mollick offerings)
  • ChatGPT licenses provided to all students

Notable Tools Available to Students

ChatGPT licenses for MBAsAI hackathonsWharton AI & Analytics InitiativeVMock

Columbia

12 AI coursesAI focus

Functional & Industry Focus of AI Courses

Analytics/DSAI LiteracyStrategyEthics/PolicyProgramming

Student AI use

  • Citation expected when AI informs work
  • No blanket program-wide ban

Notable Tools Available to Students

VMockCareer AI toolsNYC AI and tech industry connections

MIT Sloan

10 AI coursesAI focus

Functional & Industry Focus of AI Courses

FinanceLeadershipAnalytics/DSStrategyAI LiteracyProgrammingEthics/Policy
HealthcareFinTech

Student AI use

  • No blanket ban at the program level
  • Many courses actively encourage thoughtful AI use
  • Rules vary by syllabus and assignment type

Notable Tools Available to Students

VMockJulius.ai used in select coursesAI career coaching

Kellogg

10 AI coursesAI focus

Functional & Industry Focus of AI Courses

Ethics/PolicyAI LiteracyStrategyMarketingAnalytics/DSFinanceOperations
FinTech

Student AI use

  • Responsible use encouraged
  • AI tools supported where courses allow

Notable Tools Available to Students

Career AI tools

LBS

9 AI coursesAI focus

Functional & Industry Focus of AI Courses

Analytics/DSAI LiteracyProgrammingMarketingStrategyFinanceEntrepreneurshipEthics/Policy
FinTech

Student AI use

  • Citation of AI use expected in written work

Notable Tools Available to Students

CareerSetVMockAI interview prep tools

HEC Paris

8 AI coursesAI focus

Functional & Industry Focus of AI Courses

Ethics/PolicyAnalytics/DSProgrammingEntrepreneurshipStrategyAI LiteracyProduct Mgmt

Student AI use

  • Citation and disclosure required for academic integrity

Notable Tools Available to Students

Career AI tools

Duke Fuqua

8 AI coursesAI focus

Functional & Industry Focus of AI Courses

Ethics/PolicyStrategyMarketingAnalytics/DSProgrammingAI LiteracyEntrepreneurshipOperations

Student AI use

  • Disclosure may be required when AI is used on assignments

Notable Tools Available to Students

VMockCareer AI toolsDuke AI initiative resources

INSEAD

7 AI coursesAI focus

Functional & Industry Focus of AI Courses

EntrepreneurshipEthics/PolicyAI LiteracyProduct MgmtAnalytics/DSProgrammingMarketingStrategyFinance

Student AI use

  • Responsible use expected
  • No institution-wide ban on student AI tools

Notable Tools Available to Students

Career services toolsAI-enabled case studies

Cornell Johnson

7 AI coursesAI focus

Functional & Industry Focus of AI Courses

StrategyEthics/PolicyAI LiteracyAnalytics/DSProgrammingFinance
FinTech

Student AI use

  • Disclosure of AI tool use required under university policy

Notable Tools Available to Students

VMockCareer AI tools

Chicago Booth

7 AI coursesAI focus

Functional & Industry Focus of AI Courses

ProgrammingAI LiteracyFinanceAnalytics/DSEthics/PolicyStrategyEntrepreneurship

Student AI use

  • Elective path can emphasize applied AI
  • Course-level guidance on AI in assignments and exams

NUS / Camb. Judge

7 AI coursesAI focus

Functional & Industry Focus of AI Courses

StrategyAnalytics/DSAI LiteracyEthics/PolicyOperationsFinanceProgramming
FinTech

Student AI use

  • Rules may differ between NUS and Cambridge portions of the program
  • Follow each module handbook for AI use on assessments

Notable Tools Available to Students

Career services tooling (varies by campus)

Yale SOM

6 AI coursesAI focus

Functional & Industry Focus of AI Courses

Ethics/PolicyAnalytics/DSStrategyEntrepreneurshipAI Literacy

Notable Tools Available to Students

Career AI tools

Harvard

5 AI coursesAI focus

Functional & Industry Focus of AI Courses

MarketingAnalytics/DSEthics/PolicyProgrammingEntrepreneurshipAI LiteracyStrategyLeadership

Student AI use

  • Allowed for preparation and out-of-class assignments
  • Not permitted during in-class exams
  • Disclosure may be required when AI informs submitted work

Notable Tools Available to Students

Julius.aiDSAIL AI tutor (24/7)AI avatars in case methodVMock

MBA AI program details (courses, concentration, technical focus, student AI use)

ProgramTotal AI coursesAI concentrationTechnical AI coursesAllowance of AI by studentsNotable Tools Available to Students
Stanford GSB
30
  • ML research methods, optimization, simulation
  • Strategy-oriented but technically grounded
  • 9 of 30 courses classified as technical
  • AI cannot be banned for take-home work by default
  • In-class restrictions vary by instructor
  • Citation often required when AI is used
  • AI interview coaching
  • Career AI tools
Darden
25
  • ML applications course
  • Data analytics track
  • AI, Data & Decision Science track shapes elective choices
  • Course-specific rules apply for assessments and AI disclosure
—
Wharton
15
  • Applied Machine Learning, data engineering, statistics, neuroscience/AI
  • Dedicated technical track
  • Some courses require or integrate AI (for example Mollick offerings)
  • ChatGPT licenses provided to all students
  • ChatGPT licenses for MBAs
  • AI hackathons
  • Wharton AI & Analytics Initiative
  • VMock
Columbia
12
  • Applied ML course offered
  • Additional data science coursework offered
  • Citation expected when AI informs work
  • No blanket program-wide ban
  • VMock
  • Career AI tools
  • NYC AI and tech industry connections
MIT Sloan
10
  • Deep learning, ML, Python/R coding
  • Hands-on model training and system design
  • No blanket ban at the program level
  • Many courses actively encourage thoughtful AI use
  • Rules vary by syllabus and assignment type
  • VMock
  • Julius.ai used in select courses
  • AI career coaching
Kellogg
10
  • ML component included in AI Foundations course
  • Technical but business-contextualized
  • Responsible use encouraged
  • AI tools supported where courses allow
  • Career AI tools
LBS
9
  • Analytics-heavy
  • Growing technical AI elective options
  • Citation of AI use expected in written work
  • CareerSet
  • VMock
  • AI interview prep tools
HEC Paris
8
  • Analytics and strategy emphasis
  • Some technical ML content in electives
  • Citation and disclosure required for academic integrity
  • Career AI tools
Duke Fuqua
8
  • ML and data science courses offered
  • Duke AI interdisciplinary centers influence curriculum
  • Disclosure may be required when AI is used on assignments
  • VMock
  • Career AI tools
  • Duke AI initiative resources
INSEAD
7
  • Some technical content in electives
  • Limited standalone ML depth
  • Responsible use expected
  • No institution-wide ban on student AI tools
  • Career services tools
  • AI-enabled case studies
Cornell Johnson
7
  • ML course available
  • Data analytics track
  • Disclosure of AI tool use required under university policy
  • VMock
  • Career AI tools
Chicago Booth
7
  • ML in Finance
  • AI architecture and programming basics
  • Model outputs
  • Center for Applied Artificial Intelligence supports research and curriculum
  • Elective path can emphasize applied AI
  • Course-level guidance on AI in assignments and exams
—
NUS / Camb. Judge
7
  • Cambridge draws on University Computer Laboratory
  • NUS draws on Singapore's national AI strategy
  • Both offer ML and analytics electives
  • Rules may differ between NUS and Cambridge portions of the program
  • Follow each module handbook for AI use on assessments
  • Career services tooling (varies by campus)
Yale SOM
6
  • Practical AI/entrepreneurship focus
  • Less technical ML
  • Gen AI course taught by Bridgewater practitioner
—
  • Career AI tools
Harvard
5
  • DSAIL covers ML, data science, Python/R coding (via Julius.ai)
  • Foundational coding exposure for all students
  • Allowed for preparation and out-of-class assignments
  • Not permitted during in-class exams
  • Disclosure may be required when AI informs submitted work
  • Julius.ai
  • DSAIL AI tutor (24/7)
  • AI avatars in case method
  • VMock

Named Course Register, searchable database

This is the full source register referenced in the study snapshot above.

191 courses

SchoolCourseCodeCore or electiveTypeFunctional focusIndustry focusSource
MIT Sloan
AI and Money15.xxx (new 2025)ElectiveNon-Technical
Finance
—Source link
MIT Sloan
AI and the Future of Work15.789ElectiveNon-Technical
Leadership
—Source link
MIT Sloan
Analytics Lab (A-Lab)15.572ElectiveTechnical
Analytics/DS
—Source link
MIT Sloan
Artificial Intelligence: Implications for Business Strategy15.783ElectiveNon-Technical
StrategyAI Literacy
—Source link
MIT Sloan
Data, Models and Decisions15.060Core (required)Technical
Analytics/DS
—Source link
MIT Sloan
Generative AI Lab15.xxxElectiveTechnical
Programming
—Source link
MIT Sloan
Intensive Hands-On Deep Learning15.xxx (new 2025)ElectiveTechnical
Analytics/DSProgramming
—Source link
MIT Sloan
Machine Learning for Healthcare6.871 / HSTElectiveTechnical
Analytics/DS
Healthcare
Source link
MIT Sloan
Making AI Work: Machine Intelligence for Business and Society15.784ElectiveNon-Technical
Ethics/PolicyLeadershipAI Literacy
—Source link
MIT Sloan
The Arrhythmia of Finance15.xxx (new 2025)ElectiveNon-Technical
Finance
FinTech
Source link
INSEAD
AI EntrepreneurshipENTR5103ElectiveNon-Technical
Entrepreneurship
—Source link
INSEAD
AI for Business (Executive Education elective)ExEd / MBAElectiveNon-Technical
Ethics/PolicyAI Literacy
—Source link
INSEAD
Building Generative AI Products & BusinessesTECH5106ElectiveTechnical
Product Mgmt
—Source link
INSEAD
Data Science (and Machine Learning) for BusinessTECH5102ElectiveTechnical
Analytics/DSProgrammingAI Literacy
—Source link
INSEAD
Digital and Social Media Marketing StrategyMKT5106ElectiveNon-Technical
MarketingStrategy
—Source link
INSEAD
Foundations of AI for ManagersTECH5104ElectiveNon-Technical
AI Literacy
—Source link
INSEAD
Pricing Analytics and Revenue OptimizationDECS5103ElectiveTechnical
FinanceAnalytics/DS
—Source link
Wharton
AI for FinanceFNCE 7260ElectiveTechnical
Finance
—Source link
Wharton
Analytics and AI in Digital Marketing & Social MediaMKTG 2270ElectiveTechnical
MarketingAnalytics/DS
—Source link
Wharton
Applied Machine Learning in BusinessSTAT 7230Core (AI Major)Technical
Analytics/DSProgrammingAI Literacy
—Source link
Wharton
Applied PredictionSTAT 4710ElectiveTechnical
Analytics/DS
—Source link
Wharton
Artificial Intelligence, Business, and SocietyOIDD 2550ElectiveNon-Technical
Ethics/Policy
—Source link
Wharton
Big Data, Big Responsibilities: Toward Accountable AILGST 6420Core (AI Major)Non-Technical
Ethics/Policy
—Source link
Wharton
Data Engineering for Business AnalyticsOIDD 3150ElectiveTechnical
StrategyAnalytics/DSProgrammingAI Literacy
—Source link
Wharton
Data Science for BusinessSTAT 7210ElectiveTechnical
Analytics/DSProgrammingAI Literacy
—Source link
Wharton
Generative AI and Business TransformationOIDD 2560ElectiveNon-Technical
StrategyEthics/Policy
—Source link
Wharton
Innovation, Change, and EntrepreneurshipMGMT 2360ElectiveNon-Technical
Entrepreneurship
—Source link
Wharton
Machine Learning for Economics and FinanceECON 7470ElectiveTechnical
FinanceEthics/PolicyAnalytics/DS
—Source link
Wharton
Neuroscience and AIMKTG 2440ElectiveNon-Technical
Marketing
Healthcare
Source link
Wharton
Operations Management with AIOIDD 2210ElectiveNon-Technical
Operations
—Source link
Wharton
Technology and Innovation StrategyMGMT 2140ElectiveNon-Technical
Strategy
—Source link
IIESE
AI Strategy and EthicsGS0-2780ElectiveNon-Technical
FinanceStrategyEthics/Policy
—Source link
IIESE
Data-Driven Decision MakingEX0-2505ElectiveTechnical
Analytics/DSAI Literacy
—Source link
IIESE
Digital Business TransformationIS0-2740ElectiveNon-Technical
Strategy
—Source link
IIESE
Fintech and Digital FinanceFN0-2830ElectiveNon-Technical
Finance
FinTech
Source link
IIESE
Technology and Innovation ManagementGS0-2710ElectiveNon-Technical
Strategy
—Source link
LBS
AI and the Future of BusinessMAN-T490ElectiveNon-Technical——Source link
LBS
Business AnalyticsMAN-T401ElectiveTechnical
Analytics/DSAI Literacy
—Source link
LBS
Data Science for BusinessMAN-T480ElectiveTechnical
Analytics/DSProgrammingAI Literacy
—Source link
LBS
Digital Marketing and AnalyticsMKT-B413ElectiveTechnical
MarketingAnalytics/DS
—Source link
LBS
Digital Strategy and TransformationSTR-B450ElectiveNon-Technical
Strategy
—Source link
LBS
FinTech and Digital FinanceFIN-B475ElectiveNon-Technical
Finance
FinTech
Source link
LBS
Innovation Management in TechnologyMAN-B462ElectiveNon-Technical
Entrepreneurship
—Source link
LBS
Machine Learning for BusinessMAN-T481ElectiveTechnical
Analytics/DSAI Literacy
—Source link
LBS
Platforms, AI and SocietySTR-B465ElectiveNon-Technical
StrategyEthics/Policy
—Source link
EESADE
AI in Business Ethics and SocietyEL805ElectiveNon-Technical
Ethics/Policy
—Source link
EESADE
Business Analytics and Big DataTC803ElectiveTechnical
Analytics/DSProgramming
—Source link
EESADE
Digital Strategy and TransformationSM804ElectiveNon-Technical
Strategy
—Source link
EESADE
FinTech and Digital FinanceFN802ElectiveNon-Technical
Finance
FinTech
Source link
EESADE
Technology and Innovation ManagementTM801ElectiveNon-Technical——Source link
CCEIBS
AI and Digital Transformation StrategyDIGI502ElectiveNon-Technical
Strategy
—Source link
CCEIBS
Data Analytics for Business DecisionsDIGI503ElectiveTechnical
Analytics/DSAI Literacy
—Source link
CCEIBS
Digital and Intelligent Business in ChinaDIGI501ElectiveNon-Technical
Strategy
—Source link
CCEIBS
Technology EntrepreneurshipENTR504ElectiveNon-Technical
Entrepreneurship
—Source link
CCEIBS
Technology Management in Emerging MarketsDIGI505ElectiveTechnical——Source link
HEC Paris
AI Ethics and Regulatory FrameworksLAW502ElectiveNon-Technical
Ethics/Policy
—Source link
HEC Paris
Data Science Camp (AI programming bootcamp)DSCI500Core (required)Technical
Analytics/DSProgramming
—Source link
HEC Paris
Deep Tech CommercializationTECH505ElectiveNon-Technical
Entrepreneurship
—Source link
HEC Paris
Digital Strategy and PlatformsSTRAT503ElectiveNon-Technical
Strategy
—Source link
HEC Paris
Generative AI for BusinessTECH502ElectiveNon-Technical
StrategyAI Literacy
—Source link
HEC Paris
Machine Learning for ManagersTECH504ElectiveTechnical
Analytics/DSAI Literacy
—Source link
HEC Paris
Statistical Foundations for Business (AI-enhanced)STAT501Core (required)Technical
Analytics/DSProgrammingAI Literacy
—Source link
HEC Paris
User-Centric AI and Technology DesignTECH503ElectiveNon-Technical
Product Mgmt
—Source link
Harvard
AI-Augmented MarketingMKT electiveElectiveNon-Technical
MarketingAnalytics/DS
—Source link
Harvard
Data Science and AI for Leaders (DSAIL)RequiredCore (required)Technical
Ethics/PolicyAnalytics/DSProgrammingEntrepreneurshipAI Literacy
—Source link
Harvard
Entrepreneurship in AI-Powered IndustriesENTR electiveElectiveNon-Technical
Analytics/DSEntrepreneurship
—Source link
Harvard
Generative AI for Business LeadersTOM/ACElectiveNon-Technical
StrategyAI Literacy
—Source link
Harvard
Leading with AI (Leadership track)Ldr electiveElectiveNon-Technical
Leadership
—Source link
Kellogg
AI Ethics and GovernanceMGMT 445ElectiveNon-Technical
Ethics/Policy
—Source link
Kellogg
AI Foundations for Managers (AIML 901)AIML 901Core (AI Pathway)Technical
Ethics/PolicyAI Literacy
—Source link
Kellogg
AI Strategy and Competitive DynamicsSTRT 460ElectiveNon-Technical
Strategy
—Source link
Kellogg
Analytics in Marketing (AI & Data)MKTG 431ElectiveTechnical
MarketingAnalytics/DS
—Source link
Kellogg
Data Science for ManagersDECS 435ElectiveNon-Technical
Analytics/DSAI Literacy
—Source link
Kellogg
Digital Transformation and InnovationSTRT 455ElectiveNon-Technical
Strategy
—Source link
Kellogg
FinTech and Digital FinanceFINC 470ElectiveNon-Technical
Finance
FinTech
Source link
Kellogg
Machine Learning in FinanceFINC 465ElectiveTechnical
FinanceAnalytics/DS
—Source link
Kellogg
Operations AnalyticsOPNS 430ElectiveTechnical
OperationsAnalytics/DS
—Source link
Stanford GSB
AI Policy and GovernancePUBLPOL 374ElectiveNon-Technical
Ethics/Policy
—Source link
Stanford GSB
AI and StrategySTR 370ElectiveNon-Technical
Strategy
—Source link
Stanford GSB
AI and the EconomyECON 366ElectiveNon-Technical
Ethics/PolicyLeadership
—Source link
Stanford GSB
AI for Human FlourishingOB 375ElectiveNon-Technical
Ethics/Policy
—Source link
Stanford GSB
AI in HealthcareOIT 371ElectiveNon-Technical—
Healthcare
Source link
Stanford GSB
AI in MarketingMKT 365ElectiveNon-Technical
Marketing
—Source link
Stanford GSB
AI in Operations and Supply ChainOIT 378ElectiveTechnical
OperationsAnalytics/DS
—Source link
Stanford GSB
AI-Driven Product ManagementOIT 373ElectiveNon-Technical
Product Mgmt
—Source link
Stanford GSB
Advanced Optimization and Simulation ModelingOIT 363ElectiveTechnical
Analytics/DS
—Source link
Stanford GSB
Causal Inference and AIOIT 372ElectiveTechnical
Ethics/PolicyAnalytics/DS
—Source link
Stanford GSB
Computer Vision for BusinessOIT 370ElectiveTechnical
OperationsAnalytics/DSAI Literacy
Healthcare
Source link
Stanford GSB
Data and DecisionsOIT 261ElectiveTechnical
Analytics/DS
—Source link
Stanford GSB
Deep Learning for BusinessOIT 379ElectiveTechnical
FinanceMarketingOperationsAnalytics/DSAI Literacy
—Source link
Stanford GSB
Designing AI to Cultivate Human Well-BeingOIT 361 (new)ElectiveNon-Technical——Source link
Stanford GSB
Digital TransformationOIT 355ElectiveNon-Technical
StrategyLeadership
—Source link
Stanford GSB
Ethics and TechnologyGSBGEN 380ElectiveNon-Technical
Ethics/Policy
—Source link
Stanford GSB
Fintech and AI in Financial ServicesFINANCE 635ElectiveNon-Technical
Finance
FinTech
Source link
Stanford GSB
Generative AI for Business LeadersOIT 376ElectiveNon-Technical
Analytics/DSProgrammingAI Literacy
—Source link
Stanford GSB
Human-Computer Interaction and AIOIT 377ElectiveNon-Technical
Product Mgmt
—Source link
Stanford GSB
Leadership in the Age of AIOB 376ElectiveNon-Technical
Leadership
—Source link
Stanford GSB
Machine Learning in FinanceFINANCE 628ElectiveTechnical
FinanceAnalytics/DS
—Source link
Stanford GSB
Natural Language Processing for BusinessOIT 368ElectiveTechnical
Analytics/DSAI Literacy
—Source link
Stanford GSB
Optimization and Simulation Modeling (AI component)OIT 262Core (required)Technical
Analytics/DS
—Source link
Stanford GSB
Organizational AnalyticsOIT 367ElectiveTechnical
Analytics/DSLeadership
—Source link
Stanford GSB
Platforms and EcosystemsSTR 372ElectiveNon-Technical
Strategy
—Source link
Stanford GSB
Reinforcement Learning for BusinessOIT 369ElectiveTechnical
FinanceOperationsAnalytics/DSAI Literacy
—Source link
Stanford GSB
Startup Garage (AI hackathon integrated)GSBGEN 359ElectiveTechnical
EntrepreneurshipProduct Mgmt
—Source link
Stanford GSB
Technology EntrepreneurshipGSBGEN 362ElectiveNon-Technical
Entrepreneurship
—Source link
Stanford GSB
The AI-Powered Org: Evolution, Rebirth, or Death?OB 374ElectiveNon-Technical
Leadership
—Source link
Stanford GSB
Understanding AI Technology for Business ProblemsOIT 360 (new)ElectiveTechnical
AI Literacy
—Source link
Columbia
Analytics in Action (Master Class)B8146ElectiveTechnical
Analytics/DS
—Source link
Columbia
Business Analytics IB6101Core (required)Non-Technical
Analytics/DSAI Literacy
—Source link
Columbia
Business Analytics II: Foundations of AIB7103ElectiveTechnical
Analytics/DSAI Literacy
—Source link
Columbia
Business Analytics III: Modern AI, Deep Learning & GenAIB7117ElectiveTechnical
Analytics/DS
—Source link
Columbia
Business Experiments: Analytics for Causal InsightsB8257ElectiveTechnical
Analytics/DSAI Literacy
—Source link
Columbia
Foundations of AI for BusinessB8143ElectiveNon-Technical
StrategyEthics/PolicyAI Literacy
—Source link
Columbia
Generative AI for BusinessB7609ElectiveNon-Technical
StrategyAI Literacy
—Source link
Columbia
Generative AI for Business (Half-Term)B8609ElectiveNon-Technical
AI Literacy
—Source link
Columbia
Intro to Databases for Business AnalyticsB8138ElectiveTechnical
Analytics/DSProgrammingAI Literacy
—Source link
Columbia
MS Machine Learning (cross-listed)B9653ElectiveTechnical
Analytics/DS
—Source link
Columbia
Programming Generative AI ApplicationsB8126ElectiveTechnical
Programming
—Source link
Columbia
Python for MBAsB7154ElectiveTechnical
Analytics/DSProgramming
—Source link
IISB
AI and Digital TransformationDEC-502ElectiveNon-Technical
Strategy
—Source link
IISB
Business Analytics and Data ScienceDEC-501ElectiveTechnical
Analytics/DSProgramming
—Source link
IISB
FinTech and AI in Financial MarketsFIN-601ElectiveNon-Technical
Finance
FinTech
Source link
IISB
Leadership with AIMGT-601ElectiveNon-Technical
StrategyLeadership
—Source link
IISB
Machine Learning for BusinessDEC-503ElectiveTechnical
Analytics/DSAI Literacy
—Source link
IISB
Technology Strategy in Emerging MarketsSTR-602ElectiveNon-Technical
Strategy
—Source link
NNNanyang NTU
AI and Business InnovationBU7202ElectiveNon-Technical——Source link
NNNanyang NTU
Analytics for BusinessBU7201ElectiveTechnical
Analytics/DSAI Literacy
—Source link
NNNanyang NTU
Digital Transformation StrategyBU7206ElectiveNon-Technical
Strategy
—Source link
NNNanyang NTU
FinTech and Digital FinanceBU7203ElectiveNon-Technical
Finance
FinTech
Source link
NNNanyang NTU
Machine Learning ApplicationsBU7205ElectiveTechnical
Analytics/DSProgrammingAI Literacy
—Source link
NNNanyang NTU
Technology Management in AsiaBU7204ElectiveNon-Technical
Strategy
—Source link
Cornell Johnson
AI Strategy and ApplicationsNBA 6720ElectiveNon-Technical
StrategyEthics/Policy
—Source link
Cornell Johnson
AI for Business ApplicationsNBA 6721ElectiveNon-Technical
AI Literacy
—Source link
Cornell Johnson
Data Analytics and Decision SciencesNBA 6710ElectiveTechnical
Analytics/DSAI Literacy
—Source link
Cornell Johnson
Designing and Building AI SolutionsNBA 6722ElectiveTechnical
Programming
—Source link
Cornell Johnson
Digital Business and Platform StrategyNBA 6740ElectiveNon-Technical
Strategy
—Source link
Cornell Johnson
FinTech and Financial InnovationNBA 6750ElectiveNon-Technical
Finance
FinTech
Source link
Cornell Johnson
Machine Learning for BusinessNBA 6730ElectiveTechnical
Analytics/DSAI Literacy
—Source link
Duke Fuqua
AI EthicsFUQUA-836ElectiveNon-Technical
Ethics/Policy
—Source link
Duke Fuqua
AI and Business StrategyFUQUA-832ElectiveNon-Technical
Strategy
—Source link
Duke Fuqua
AI in MarketingFUQUA-834ElectiveNon-Technical
MarketingAnalytics/DS
—Source link
Duke Fuqua
Data Science for BusinessFUQUA-833ElectiveTechnical
Analytics/DSProgrammingAI Literacy
—Source link
Duke Fuqua
Data, Models and Decisions (core)FUQUA-701Core (required)Technical
Analytics/DS
—Source link
Duke Fuqua
Digital Innovation and EntrepreneurshipFUQUA-837ElectiveNon-Technical
Entrepreneurship
—Source link
Duke Fuqua
Machine Learning and AnalyticsFUQUA-831ElectiveTechnical
Analytics/DS
—Source link
Duke Fuqua
Technology and Operations ManagementFUQUA-835ElectiveNon-Technical
OperationsAnalytics/DS
—Source link
Yale SOM
Data Analysis and Causal InferenceMGT 860ElectiveTechnical
Ethics/PolicyAnalytics/DS
—Source link
Yale SOM
Digital Strategy and InnovationMGT 870ElectiveNon-Technical
Strategy
—Source link
Yale SOM
Generative AI & EntrepreneurshipMGT 899ElectiveNon-Technical
Entrepreneurship
—Source link
Yale SOM
Large Language Models: Theory and ApplicationMGT 900 (new)ElectiveTechnical
Analytics/DSAI Literacy
—Source link
Yale SOM
Responsible AI in Global BusinessMGT 880ElectiveNon-Technical
Ethics/Policy
—Source link
Yale SOM
Technology and Competitive StrategyMGT 875ElectiveNon-Technical
Strategy
—Source link
Darden
AI Ethics and LeadershipDARD 8240ElectiveNon-Technical
Ethics/PolicyLeadership
—Source link
Darden
AI Governance and RegulationDARD 8340ElectiveNon-Technical
Ethics/Policy
—Source link
Darden
AI Strategy and ApplicationsDARD 8200ElectiveNon-Technical
Strategy
—Source link
Darden
AI Tools for Strategic AnalysisDARD 8380ElectiveNon-Technical
Strategy
—Source link
Darden
AI for Social ImpactDARD 8310ElectiveNon-Technical
Ethics/Policy
Healthcare
Source link
Darden
AI in FinanceDARD 8260ElectiveTechnical
Finance
—Source link
Darden
AI in Healthcare ManagementDARD 8360ElectiveNon-Technical—
Healthcare
Source link
Darden
AI in Marketing and Customer AnalyticsDARD 8270ElectiveNon-Technical
MarketingAnalytics/DS
—Source link
Darden
AI in Operations ResearchDARD 8400ElectiveTechnical
OperationsAnalytics/DS
—Source link
Darden
AI in Supply Chain and LogisticsDARD 8430ElectiveNon-Technical
OperationsAnalytics/DS
—Source link
Darden
Advanced Machine LearningDARD 8420ElectiveTechnical
Analytics/DS
—Source link
Darden
Causal AI and ExperimentationDARD 8320ElectiveTechnical
Analytics/DS
—Source link
Darden
Data Analytics for Decision MakingDARD 8220ElectiveTechnical
Analytics/DS
—Source link
Darden
Data Visualization and StorytellingDARD 8410ElectiveNon-Technical
Analytics/DS
—Source link
Darden
Deep Learning ApplicationsDARD 8300ElectiveTechnical
Analytics/DS
—Source link
Darden
Digital Transformation and InnovationDARD 8250ElectiveNon-Technical
Strategy
—Source link
Darden
Forecasting and Predictive AnalyticsDARD 8370ElectiveTechnical
Analytics/DS
—Source link
Darden
Generative AI for Business LeadersDARD 8230ElectiveNon-Technical
StrategyAI Literacy
—Source link
Darden
Human-AI CollaborationDARD 8390ElectiveNon-Technical
LeadershipProduct Mgmt
—Source link
Darden
Machine Learning for BusinessDARD 8210ElectiveTechnical
Analytics/DSProgrammingAI Literacy
—Source link
Darden
Natural Language Processing for BusinessDARD 8290ElectiveTechnical
Analytics/DSAI Literacy
—Source link
Darden
Operations Management with AIDARD 8280ElectiveNon-Technical
Operations
—Source link
Darden
Platform Strategy and AIDARD 8330ElectiveNon-Technical
Strategy
—Source link
Darden
Strategy in AI Course (core strategy with GenAI)DARD coreCore (required)Non-Technical
Strategy
—Source link
Darden
Technology Entrepreneurship and AIDARD 8350ElectiveNon-Technical
Entrepreneurship
—Source link
Chicago Booth
AI EssentialsBUS 35910ElectiveNon-Technical
ProgrammingAI Literacy
—Source link
Chicago Booth
AI and Financial InformationBUS 35913ElectiveTechnical
FinanceAnalytics/DS
—Source link
Chicago Booth
AI for GoodBUS 35914ElectiveNon-Technical
Ethics/Policy
—Source link
Chicago Booth
Applied Artificial IntelligenceBUS 35915ElectiveTechnical
Programming
—Source link
Chicago Booth
Generative ThinkingBUS 35916ElectiveNon-Technical
AI Literacy
—Source link
Chicago Booth
Machine Learning in FinanceBUS 35911ElectiveTechnical
FinanceStrategyAnalytics/DS
—Source link
Chicago Booth
Starting an AI CompanyBUS 35912ElectiveNon-Technical
Entrepreneurship
—Source link
NUS / Camb. Judge
AI for Leaders (NUS exec-ed module)BM5209ElectiveNon-Technical
StrategyAnalytics/DSAI Literacy
—Source link
NUS / Camb. Judge
AI in Business Ethics (Judge)J502ElectiveNon-Technical
Ethics/Policy
—Source link
NUS / Camb. Judge
Analytics & Operations (NUS track)BM5208ElectiveTechnical
OperationsAnalytics/DS
—Source link
NUS / Camb. Judge
Artificial Intelligence and Other Disruptive Technologies (Judge)J500ElectiveNon-Technical
Strategy
FinTech
Source link
NUS / Camb. Judge
FinTech for Green Finance (NUS)BM5210ElectiveNon-Technical
Finance
FinTech
Source link
NUS / Camb. Judge
Implementing Generative AI Ethically (Judge)J501ElectiveNon-Technical
Ethics/Policy
—Source link
NUS / Camb. Judge
Machine Learning Applications (NUS)BM5211ElectiveTechnical
Analytics/DSProgrammingAI Literacy
—Source link

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