Miami University

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, mathematics, or a related field with a minimum GPA of 3.0 is required, along with proficiency in programming (e.g., Python) and basic machine learning knowledge. Relevant work experience or prerequisite courses in linear algebra and statistics may be preferred.

About This Program

This 12-credit online program focuses on modern machine learning methods, equipping learners to design, train, and evaluate advanced systems using neural networks.

Career Outcomes

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

• 1. Deep Learning Engineer
• 2. Generative AI Specialist
• 3. Machine Learning Researcher
• 4. AI Model Developer

What You'll Learn

• Build and train deep neural networks for complex data patterns.
• Design generative AI models including GANs and diffusion models.
• Apply transformers and large language models to real-world tasks.
• Optimize deep learning models for performance and scalability.

Curriculum Highlights

The requirements consist of three core courses—Machine Learning, Deep Learning, and Generative AI—along with one elective in AI or computer vision.

Top Employers

Top employers include Google, OpenAI, Microsoft, NVIDIA, and tech firms specializing in AI solutions.

Admissions

A bachelor's degree in computer science, engineering, mathematics, or a related field with a minimum GPA of 3.0 is required, along with proficiency in programming (e.g., Python) and basic machine learning knowledge. Relevant work experience or prerequisite courses in linear algebra and statistics may be 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+)