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Certificates in AI
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Carnegie Mellon University

Online Graduate Certificate in Machine Learning & Data Science

  • Pittsburgh
About This Program

This online certificate teaches professionals how to leverage artificial intelligence and machine learning to harness large-scale data systems.

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What You'll Learn

Students develop foundational skills in computer programming, analytic algorithms, and data visualization for various industry applications.

For detailed, official program information including specific curriculum, faculty, research opportunities, and application requirements:
Visit Official Program Website
Typical Curriculum Structure
The curriculum includes mathematical concepts for machine learning, algorithm analysis, and hands-on projects involving real-world data scenarios.
Typical Course Topics
1. Applied Machine Learning 2. Statistical Methods for Data Science 3. Data Visualization and Analytics 4. Programming for Data Science (Python) 5. Neural Networks and Deep Learning 6. Big Data Systems and Databases
Program Specializations:
Machine Learning
View the exact, up-to-date curriculum on the official program website
Typical Admissions Requirements
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.
Academic Requirements (Typical)

• Degree Required: Bachelor’s degree
• GRE/GMAT: Optional (recommended for competitive applicants)
• TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)

Application Materials (Typical)

• Statement of Purpose: Required
• Letters of Recommendation: 2–3
• 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.

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Career Opportunities in AI

Gain machine learning skills to advance as Machine Learning Engineer in Cross-Industry AI

Estimated Industry Salary
Machine Learning Engineer: $125,000 Data Scientist: $120,000 Data Analyst: $85,000 Analytics Engineer: $105,000
Total compensation (entry to mid-level)
AI Job Growth
36.0%
Projected 2024-2034 (BLS)
Common Career Paths:
1. Machine Learning Engineer 2. Data Scientist 3. Data Analyst 4. AI/ML Research Scientist
Top AI Employers (Industry-Wide):
Top employers include Google, Amazon, Microsoft, Meta, IBM, and financial institutions like Goldman Sachs and J.P. Morgan.[3][4
Explore AI Career Paths
Program Details
Duration
  • 1 Year
Tuition
  • 12,726
Format
Online
Specializations
Machine Learning
Official Resources
Program Website
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