Rensselaer Polytechnic Institute
Graduate Certificate in Machine Learning and AI
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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.
Career Outcomes
Gain machine learning skills to advance as Machine Learning Engineer in Cross-Industry AI
- 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
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.
Application Materials
- Statement of Purpose: Required
- Letters of Recommendation: 2
- Resume: Required
- Transcripts: Official transcripts required
Academic Requirements
- Degree Required: Bachelor's degree
- GRE/GMAT: Optional
- TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)
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