NY

Master's in AI
On-Campus

Columbia University in the City of New York | MSc Operations Research – ML & AI

  • New York
About This Program

This program within the Operations Research department emphasizes mathematical modeling and optimization techniques enhanced by machine learning and artificial intelligence.

Student Reviews
Write a Review
What You'll Learn

Students learn to solve complex decision-making problems using deep learning, reinforcement learning, and data mining within industrial and financial contexts.

For detailed, official program information including specific curriculum, faculty, research opportunities, and application requirements:
Visit Official Program Website
Typical Curriculum Structure
The curriculum includes foundational optimization and stochastic models, with a specialized concentration in machine learning and AI applications for operations.
Typical Course Topics
1. Machine Learning Foundations 2. Optimization for Operations Research 3. Deep Learning and Neural Networks 4. Stochastic Optimization and Simulation 5. Reinforcement Learning for Decision Making 6. AI Applications in Supply Chain and Logistics
Program Specializations:
Machine Learning
View the exact, up-to-date curriculum on the official program website
Typical Admissions Requirements
A bachelor's degree in a quantitative field such as mathematics, engineering, computer science, or operations research is required, along with a minimum GPA of 3.0 and strong quantitative coursework. Relevant programming experience in Python or R and GRE quantitative scores are often preferred.
Academic Requirements (Typical)

• Degree Required: Bachelor’s degree
• GRE/GMAT: Optional
• TOEFL/IELTS: Required for international students (TOEFL 100+ / IELTS 7.0+)

Application Materials (Typical)

• Statement of Purpose: Required
• Letters of Recommendation: 3
• Resume: Required
• Transcripts: Official transcripts required

Application Timeline

Most programs have rolling admissions or deadlines in early winter for fall admission. Check the official program website for exact dates.

Check Application Deadlines
Career Opportunities in AI

Advance as Data Analyst in Cross-Industry AI with deep learning expertise

Estimated Industry Salary
Operations Research Analyst (with ML/AI): $115,000
Total compensation (entry to mid-level)
AI Job Growth
23.0%
Projected 2024-2034 (BLS)
Common Career Paths:
1. Operations Research Analyst 2. Data Scientist in Supply Chain 3. AI Optimization Specialist 4. Machine Learning Engineer in Logistics
Top AI Employers (Industry-Wide):
Top employers include consulting firms like McKinsey and BCG, tech companies like Amazon and Google, financial institutions such as JPMorgan Chase, and government agencies like the Department of Defense.
Explore AI Career Paths
Program Details
Duration
  • 2 Year
Tuition
  • 81,000
Format
On-Campus
Specializations
Machine Learning
Official Resources
Program Website
Request Information