The University of Texas at Austin

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 a STEM field, computer science, or related discipline with a minimum GPA of 3.0 is required, along with demonstrated programming experience in Python or equivalent. Relevant work experience or prerequisite coursework in statistics and linear algebra is often preferred.

About This Program

This online certificate provides professionals with the skills to tackle complex AI challenges in data analysis and predictive modeling.

Career Outcomes

Strengthen machine learning skills to advance as Machine Learning Engineer in Cross-Industry AI

• 1. Machine Learning Engineer
• 2. AI Data Scientist
• 3. NLP Specialist
• 4. AI Product Developer

What You'll Learn

• Design and implement machine learning models for predictive analytics.
• Apply deep learning techniques to image recognition and sequence data.
• Develop natural language processing systems for text analysis.
• Integrate generative AI tools for content creation and automation.

Curriculum Highlights

The curriculum consists of four courses, including required modules in machine learning and deep learning, plus electives in NLP or optimization.

Top Employers

Top employers include Google, Amazon, Microsoft, and tech firms like NVIDIA and OpenAI.

Admissions

A bachelor's degree in a STEM field, computer science, or related discipline with a minimum GPA of 3.0 is required, along with demonstrated programming experience in Python or equivalent. 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+)