University of Hawai‘i at Mānoa

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, engineering, or a related quantitative field with a minimum GPA of 3.0 is required, along with demonstrated programming proficiency in Python or R. Relevant work experience or prerequisite coursework in statistics and linear algebra is often preferred.

About This Program

Targeted at working professionals, this certificate offers an online-first format to build essential competencies in AI and data science without requiring a prior CS degree.

Career Outcomes

Strengthen data science skills to advance as Data Scientist in Cross-Industry AI

• 1. Data Scientist
• 2. AI/ML Engineer
• 3. Data Analyst
• 4. Applied AI Specialist

What You'll Learn

• Develop and deploy machine learning models for real-world data problems.
• Analyze large datasets using statistical methods and computational tools.
• Design data pipelines and visualization for actionable insights.
• Apply AI techniques to optimize computing systems and decision-making.

Curriculum Highlights

The 15-credit program covers foundational programming, applied data science, and practical artificial intelligence with a focus on industry-relevant case studies.

Top Employers

Top employers include tech companies like Google, Amazon, Microsoft, and consulting firms specializing in data analytics and AI solutions.

Admissions

A bachelor's degree in computer science, engineering, or a related quantitative field with a minimum GPA of 3.0 is required, along with demonstrated programming proficiency in Python or R. Relevant work experience or prerequisite coursework in statistics and linear algebra is often preferred.

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: Not Required
• TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)