Georgia Institute of Technology

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 must hold a bachelor's degree in computer science, mathematics, or a related quantitative field with a strong undergraduate record.[2] GRE scores and relevant coursework in algorithms, linear algebra, and statistics are typically expected.

About This Program

A specialized online graduate track within computer science focusing on the theoretical and practical aspects of machine learning and intelligent systems.

Career Outcomes

Excel as Machine Learning Engineer in Cross-Industry AI with machine learning expertise

• 1. Machine Learning Engineer
• 2. Data Scientist
• 3. AI Research Engineer
• 4. Machine Learning Operations (MLOps) Engineer

What You'll Learn

• Design and implement machine learning models using algorithms, neural networks, and statistical methods
• Apply deep learning techniques to complex datasets and real-world problems
• Develop proficiency in NLP, Bayesian inference, and specialized ML domains
• Evaluate model performance, optimize hyperparameters, and implement production-ready ML solutions

Curriculum Highlights

Includes core computing foundations, specialized machine learning courses, and electives in deep learning, computer vision, and reinforcement learning for diverse applications.

Top Employers

Top employers include Google, Microsoft, Meta, Amazon, OpenAI, and major financial institutions specializing in algorithmic trading and fintech.[2

Admissions

Applicants must hold a bachelor's degree in computer science, mathematics, or a related quantitative field with a strong undergraduate record.[2] GRE scores and relevant coursework in algorithms, linear algebra, and statistics are typically expected.

Application Materials

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

Academic Requirements

• Degree Required: Master of Science (MS)
• GRE/GMAT: Typically required
• TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)