University of Kentucky

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 typically need a high school diploma or equivalent and foundational knowledge in mathematics and computer science (or willingness to complete prerequisites). Some programs may require a bachelor's degree or relevant professional experience depending on the certificate level.

About This Program

An undergraduate certificate providing foundational literacy and practical skills in artificial intelligence technologies for students across all academic disciplines.

Career Outcomes

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

• 1. Machine Learning Engineer
• 2. AI Systems Developer
• 3. Data Scientist
• 4. AI Business Analyst

What You'll Learn

• Design, develop, and deploy machine learning models for real-world applications
• Apply deep learning techniques to solve complex computational problems
• Evaluate AI systems for ethical implications, bias, and responsible use
• Integrate AI solutions into business processes and data-driven decision-making

Curriculum Highlights

The 12-credit program includes a variety of interdisciplinary courses in programming, data analysis, and AI application design.

Top Employers

Top employers for AI professionals include Google, Microsoft, Amazon, Meta, OpenAI, IBM, and major consulting firms like McKinsey and Deloitte, along with government agencies investing in AI innovation.

Admissions

Applicants typically need a high school diploma or equivalent and foundational knowledge in mathematics and computer science (or willingness to complete prerequisites). Some programs may require a bachelor's degree or relevant professional experience depending on the certificate level.

Application Materials

• Statement of Purpose: Optional
• Letters of Recommendation: Not typically required
• Resume: Optional
• Transcripts: Official transcripts required

Academic Requirements

• Degree Required: Certificate (non-degree credential)
• GRE/GMAT: Not Required
• TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)