Carnegie Mellon University
MS in Machine Learning (MSML)
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 with a strong background in computer science, including programming skills, and mathematics such as probability, statistics, matrix algebra, and multivariate calculus. International students need TOEFL, IELTS, or Duolingo scores.
About This Program
This 16-month program provides students with advanced training in statistical machine learning, focusing on algorithms that enable systems to learn from experience.
Career Outcomes
Thrive 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 ML Specialist
What You'll Learn
- Develop and implement advanced machine learning algorithms for real-world problems.
- Apply deep learning techniques to large-scale datasets and complex models.
- Design probabilistic models for uncertainty quantification and decision-making.
- Optimize machine learning systems using convex optimization and statistical methods.
Curriculum Highlights
The curriculum consists of six core courses, three electives in specialized topics, and a mandatory summer practicum experience.
Top Employers
Top employers include Google, Meta, Amazon, Microsoft, and research institutions like OpenAI.
Admissions
Applicants must hold a bachelor's degree with a strong background in computer science, including programming skills, and mathematics such as probability, statistics, matrix algebra, and multivariate calculus. International students need TOEFL, IELTS, or Duolingo scores.
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+)
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