Carnegie Mellon University
Online Graduate Certificate in Machine Learning & Data Science
How this program compares
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Admission Snapshot
Typical admitted student: A bachelor's degree in computer science, mathematics, statistics, or a related technical field is required; applicants should demonstrate strong programming skills and foundational knowledge in linear algebra, probability, and calculus.[2] International students must submit TOEFL (80+) or IELTS (6.5+) scores.
About This Program
This online certificate teaches professionals how to leverage artificial intelligence and machine learning to harness large-scale data systems.
Career Outcomes
Gain machine learning skills to advance as Machine Learning Engineer in Cross-Industry AI
- 1. Machine Learning Engineer
- 2. Data Scientist
- 3. Data Analyst
- 4. AI/ML Research Scientist
What You'll Learn
- Design and implement machine learning models for real-world data analysis problems
- Apply statistical methods and neural networks to extract insights from large datasets
- Program proficiently in Python and work with data visualization tools
- Develop practical data analytics skills through hands-on projects and capstone work
Curriculum Highlights
The curriculum includes mathematical concepts for machine learning, algorithm analysis, and hands-on projects involving real-world data scenarios.
Top Employers
Top employers include Google, Amazon, Microsoft, Meta, IBM, and financial institutions like Goldman Sachs and J.P. Morgan.[3][4
Admissions
A bachelor's degree in computer science, mathematics, statistics, or a related technical field is required; applicants should demonstrate strong programming skills and foundational knowledge in linear algebra, probability, and calculus.[2] International students must submit TOEFL (80+) or IELTS (6.5+) scores.
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 (recommended for competitive applicants)
- TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)
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