Montana State University

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 from an accredited institution and demonstrate a strong academic foundation, typically with a GPA of 3.0 or higher. Some programs prefer prerequisites in computer science, mathematics, or related technical fields, though exceptions may be made for candidates with relevant professional experience.

About This Program

A 12-credit graduate program designed to provide a formal credential in AI and machine learning for students and professionals across various industrial and research fields.

Career Outcomes

Develop mathematical optimization skills to advance as Machine Learning Engineer in Cross-Industry AI

• 1. Machine Learning Engineer
• 2. AI Systems Developer
• 3. Data Scientist
• 4. AI Research Specialist

What You'll Learn

• Design and implement machine learning models to solve real-world computational problems
• Apply AI techniques across diverse domains including healthcare, business, and engineering
• Evaluate AI systems for bias, fairness, and ethical implications
• Understand the technical foundations and practical applications of artificial intelligence in professional contexts

Curriculum Highlights

The certificate includes core courses in advanced artificial intelligence and machine learning, with electives in database systems, mathematical optimization, and statistical data analysis.

Top Employers

Top employers in artificial intelligence include major technology companies like Google, Microsoft, Amazon, and IBM, as well as government agencies and research institutions investing heavily in AI development and deployment.

Admissions

Applicants must hold a bachelor's degree from an accredited institution and demonstrate a strong academic foundation, typically with a GPA of 3.0 or higher. Some programs prefer prerequisites in computer science, mathematics, or related technical fields, though exceptions may be made for candidates with relevant professional experience.

Application Materials

• Statement of Purpose: Required
• Letters of Recommendation: 2–3
• Resume: Required
• Official Transcripts: Required

Academic Requirements

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