University of Hawai‘i at Mānoa
Graduate Certificate in Applied Computing - AI and Data Science
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Admission Snapshot
Typical admitted student: Applicants typically need a bachelor's degree from an accredited institution with a strong foundation in computer science, mathematics, or a related field. Prior programming experience and coursework in statistics or linear algebra are often preferred.
About This Program
This 15-credit online-first program is designed for non-computer science backgrounds, providing practical skills in AI and data science to address real-world challenges in healthcare and cybersecurity.
Career Outcomes
Gain data science skills to advance as AI Engineer in Cross-Industry AI
- 1. Machine Learning Engineer
- 2. Data Scientist
- 3. AI/ML Research Scientist
- 4. Data Analytics Engineer
What You'll Learn
- Design and implement machine learning models for real-world applications
- Develop proficiency in AI algorithms, data preprocessing, and feature engineering
- Apply statistical analysis and predictive modeling to complex datasets
- Utilize tools and frameworks commonly used in industry AI and data science projects
Curriculum Highlights
The program consists of five courses over three semesters, including industry seminars, computing fundamentals, applied data science, applied AI, and a required summer internship.
Top Employers
Top employers in AI and data science include major technology firms such as Google, Amazon, Microsoft, and IBM, as well as financial institutions, healthcare organizations, and government research agencies.
Admissions
Applicants typically need a bachelor's degree from an accredited institution with a strong foundation in computer science, mathematics, or a related field. Prior programming experience and coursework in statistics or linear algebra are often preferred.
Application Materials
- Statement of Purpose: Required
- Letters of Recommendation: 2
- Resume: Required
- Transcripts: Official transcripts required
Academic Requirements
- Degree Required: Graduate Certificate
- GRE/GMAT: Optional
- TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)
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