Duke University
MS in CS – Personalized Track (AI/ML focus)
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: A bachelor's degree in computer science, mathematics, or a related field with a minimum GPA of 3.0 is required, along with programming experience in languages like Python and coursework in data structures, algorithms, and probability/statistics.
About This Program
This Master of Science track allows students to tailor their computer science education with a specific emphasis on artificial intelligence and machine learning research and application.
Career Outcomes
Excel as AI Research Scientist in Cross-Industry AI with machine learning expertise
- 1. Machine Learning Engineer
- 2. AI Research Scientist
- 3. Data Scientist
- 4. AI Product Manager
What You'll Learn
- Design and implement machine learning models for real-world problems
- Apply deep learning techniques to image and language data
- Develop AI systems with ethical considerations and bias mitigation
- Optimize algorithms for scalable AI applications
Curriculum Highlights
The personalized structure includes a combination of core computer science requirements and a designated concentration in AI/ML, allowing for either a project-based or coursework-focused degree path.
Top Employers
Top employers include Google, Microsoft, Amazon, Meta, and AI-focused startups.
Admissions
A bachelor's degree in computer science, mathematics, or a related field with a minimum GPA of 3.0 is required, along with programming experience in languages like Python and coursework in data structures, algorithms, and probability/statistics.
Application Materials
- Statement of Purpose: Required
- Letters of Recommendation: 2–3
- Resume: Required
- Transcripts: Official transcripts required
Academic Requirements
- Degree Required: Bachelor's degree
- GRE/GMAT: Optional or Not Required
- TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)
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