University of Colorado Boulder

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: High school diploma or equivalent with a minimum GPA of 3.0 preferred; SAT or ACT scores optional but recommended for competitive applicants. Strong background in mathematics (calculus, linear algebra) and programming is advantageous.

About This Program

This program provides a rigorous computer science foundation specialized for creating intelligent systems. It focuses on developing technologies that perceive, respond to, and interact with the world around them.

Career Outcomes

Prepare Machine Learning Engineer career in Cross-Industry AI with machine learning focus

• 1. Machine Learning Engineer
• 2. AI Research Scientist
• 3. Data Scientist
• 4. Computer Vision Engineer

What You'll Learn

• Design and implement supervised and unsupervised machine learning algorithms.
• Build and train deep neural networks for tasks like image recognition and sequence modeling.
• Apply natural language processing techniques for text analysis and generation.
• Develop computer vision systems for object detection and image processing.
• Evaluate AI models for performance, bias, and ethical implications.

Curriculum Highlights

The track includes core computer science requirements plus specialized coursework in algorithms, machine learning, and statistics. Themes cover natural language processing, computer vision, and big data architecture.

Top Employers

Top employers include Google, Microsoft, Amazon, and Meta.

Admissions

High school diploma or equivalent with a minimum GPA of 3.0 preferred; SAT or ACT scores optional but recommended for competitive applicants. Strong background in mathematics (calculus, linear algebra) and programming is advantageous.

Application Materials

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

Academic Requirements

• Degree Required: High School Diploma
• GRE/GMAT: Not Required
• TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)