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Certificates in AI
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Rensselaer Polytechnic Institute

Graduate Certificate in Machine Learning and AI

  • Troy
About This Program

An online certificate program designed to complement technical degrees with advanced study in machine intelligence and modern AI applications.

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What You'll Learn

Students develop supervised and unsupervised machine learning models in Python, gaining experience in feature selection and optimizing model performance.

For detailed, official program information including specific curriculum, faculty, research opportunities, and application requirements:
Visit Official Program Website
Typical Curriculum Structure
The curriculum focuses on machine learning applications, data resource management, and modeling and optimization for data-intensive decision-making environments.
Typical Course Topics
1. Supervised Learning and Regression Models 2. Deep Learning and Neural Networks 3. Natural Language Processing 4. Computer Vision and Image Recognition 5. Reinforcement Learning and Optimization 6. ML Operations (MLOps) and Model Deployment
Program Specializations:
Deep Learning
Machine Learning
View the exact, up-to-date curriculum on the official program website
Typical Admissions Requirements
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.
Academic Requirements (Typical)

• Degree Required: Bachelor’s degree
• GRE/GMAT: Optional
• TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)

Application Materials (Typical)

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

Application Timeline

Most programs have rolling admissions or deadlines in early winter for fall admission. Check the official program website for exact dates.

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Career Opportunities in AI

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

Estimated Industry Salary
Machine Learning Engineer: $130,000 AI Research Scientist: $135,000 Data Scientist (AI-focused): $125,000 AI Solutions Architect: $128,000
Total compensation (entry to mid-level)
AI Job Growth
36.0%
Projected 2024-2034 (BLS)
Common Career Paths:
1. Machine Learning Engineer 2. AI Research Scientist 3. Data Scientist 4. AI Solutions Architect
Top AI Employers (Industry-Wide):
Top employers in machine learning and AI include Google, Microsoft, Meta, Amazon, OpenAI, NVIDIA, and IBM.
Explore AI Career Paths
Program Details
Duration
  • 1 Year
Tuition
  • 19,350
Format
Online
Specializations
Deep Learning
Machine Learning
Official Resources
Program Website
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