Carnegie Mellon University
Master's in Machine Learning
How this program compares
Benchmark this program against our national recognition pages and use the key guides below to evaluate ROI, admissions difficulty, and outcomes.
Admission Snapshot
Typical admitted student: Applicants must hold a bachelor's degree in computer science, statistics, or a related field with a minimum GPA of 3.0, strong programming skills, and backgrounds in probability, statistics, matrix algebra, and multivariate calculus.
About This Program
This graduate degree offers rigorous study in the theory and application of machine learning for professionals seeking advanced technical roles.
Career Outcomes
Excel as Machine Learning Engineer in Cross-Industry AI with machine learning expertise
- 1. Machine Learning Engineer
- 2. AI Research Scientist
- 3. Data Scientist
- 4. Applied Machine Learning Specialist
What You'll Learn
- Develop and analyze advanced machine learning models and algorithms.
- Apply deep learning techniques to complex datasets and real-world problems.
- Design probabilistic models for uncertainty and decision-making under data scarcity.
- Implement scalable machine learning systems for large-scale data processing.
- Evaluate ethical considerations and impacts of machine learning deployments.
Curriculum Highlights
The program includes a series of core courses in machine learning and statistics, along with a variety of specialized technical electives.
Top Employers
Top employers include Google, Meta, Amazon, Microsoft, and research institutions like OpenAI.
Admissions
Applicants must hold a bachelor's degree in computer science, statistics, or a related field with a minimum GPA of 3.0, strong programming skills, and backgrounds in probability, statistics, matrix algebra, and multivariate calculus.
Application Materials
- Statement of Purpose: Required
- Letters of Recommendation: 3
- Resume: Required
- Transcripts: Official transcripts required
Academic Requirements
- Degree Required: Bachelor's degree
- GRE/GMAT: Not Required
- TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)
Student Reviews
Loading reviews...
Ready to Apply?
Visit the official program page for the latest deadlines, tuition, and application requirements.