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Certificates in AI
On-Campus

Portland State University

Graduate Certificate in Computational Intelligence

  • Portland
About This Program

This graduate certificate introduces students to computational intelligence algorithms that enable computers to learn and adapt based on data.

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What You'll Learn

Students develop skills in machine learning, pattern recognition, and non-linear optimization to solve complex problems where traditional mathematical modeling fails.

For detailed, official program information including specific curriculum, faculty, research opportunities, and application requirements:
Visit Official Program Website
Typical Curriculum Structure
The 16-credit in-person program covers four main components of computational intelligence and typical applications in signal processing, control, and data mining.
Typical Course Topics
1. Neural Networks and Deep Learning 2. Fuzzy Logic and Systems 3. Evolutionary Computation 4. Machine Learning Algorithms 5. Swarm Intelligence and Optimization 6. Hybrid Intelligent Systems
Program Specializations:
Deep Learning
Machine Learning
View the exact, up-to-date curriculum on the official program website
Typical Admissions Requirements
A bachelor's degree in computer science, engineering, mathematics, or a related field with a minimum GPA of 3.0 is required; relevant programming experience and coursework in algorithms or statistics are often preferred.
Academic Requirements (Typical)

• Degree Required: Bachelor’s degree
• GRE/GMAT: Not Required
• 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
AI/ML Engineer: $120,000
Total compensation (entry to mid-level)
AI Job Growth
23.0%
Projected 2024-2034 (BLS)
Common Career Paths:
1. Machine Learning Engineer 2. AI Research Analyst 3. Data Scientist 4. Computational Intelligence Specialist
Top AI Employers (Industry-Wide):
Top employers include tech companies like Google, Microsoft, IBM, and research institutions focused on AI development.
Explore AI Career Paths
Program Details
Duration
  • 1 Year
Tuition
  • 10,521
Format
On-Campus
Specializations
Deep Learning
Machine Learning
Official Resources
Program Website
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