Rensselaer Polytechnic Institute

How this program compares

At an estimated $19.4K in total tuition, the Graduate Certificate in Machine Learning and AI sits about 76% above the $11.0K average for AI certificate programs in our database — placing it in the 86th percentile on cost among the 180 we track at this level. It is one of the 54% of programs in our database offered fully or partly online.

Admission Snapshot

Typical admitted student: Applicants typically need a bachelor's degree in computer science, engineering, mathematics, or a related quantitative field, with a minimum GPA of 3.0. Some programs accept candidates with professional experience in tech roles and may waive formal prerequisites.

About This Program

An online certificate program designed to complement technical degrees with advanced study in machine intelligence and modern AI applications. Coursework concentrates on Deep Learning and Machine Learning. Most students complete it in about 1 year.

Graduates frequently move into roles such as Machine Learning Engineer, with reported salaries around $128,000.

Design, train, and evaluate machine learning models for real-world applications.

At roughly $19.4K total, Rensselaer Polytechnic Institute's Graduate Certificate in Machine Learning and AI sits above the $11.0K average among AI certificate programs we track — the 86th percentile on price. Applicants should weigh that premium against the program's outcomes and brand.

It is one of 56 AI-related programs we track in New York, of which about 43% offer an online option. On price, it comes in cheaper than about 84% of the New York programs in our data, where typical tuition runs near $59.9K.

Career Outcomes

The Graduate Certificate in Machine Learning and AI at Rensselaer Polytechnic Institute (Troy, New York) is oriented toward Machine Learning Engineer hiring, with alumni reporting pay near $128,000. Its focus on Deep Learning and Machine Learning maps directly to how employers screen for specialized skills rather than generic degrees. Federal projections for this occupational area point to roughly 36% growth this decade — verify the current figure on the BLS Occupational Outlook Handbook before you rely on it.

• 1. Machine Learning Engineer
• 2. AI Research Scientist
• 3. Data Scientist
• 4. AI Solutions Architect

What You'll Learn

• Design, train, and evaluate machine learning models for real-world applications
• Apply deep learning techniques to solve complex problems in computer vision and NLP
• Implement and optimize AI systems using industry-standard tools and frameworks
• Deploy machine learning models to production environments and monitor performance

Curriculum Highlights

The curriculum focuses on machine learning applications, data resource management, and modeling and optimization for data-intensive decision-making environments.

Top Employers

Top employers in machine learning and AI include Google, Microsoft, Meta, Amazon, OpenAI, NVIDIA, and IBM.

Admissions

Admission to Rensselaer Polytechnic Institute's Graduate Certificate in Machine Learning and AI generally expects a bachelor's degree. The GRE is optional here — a growing norm among AI programs — so applicants can often lead with coursework, projects and recommendations instead. Deadlines, testing policies and funding change year to year, so confirm the current requirements on the official program page before applying.

Application Materials

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

Frequently Asked Questions