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Cornell University | Machine Learning Certificate

  • Ithaca
About This Program

This professional certificate program provides a comprehensive introduction to implementing machine learning algorithms using Python and NumPy to solve real-world data science problems.

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What You'll Learn
  • Develop intuition for large language models and effective prompt engineering techniques.
  • Build scalable AI applications using retrieval-augmented generation and agentic architectures.
  • Implement autonomous AI agents with tools, memory, and reasoning capabilities.
  • Apply AI strategy frameworks for ethical deployment and organizational impact.
For detailed, official program information including specific curriculum, faculty, research opportunities, and application requirements:
Visit Official Program Website
Typical Curriculum Structure
The Machine Learning Certificate is a short online professional program, typically 3-6 months, focusing on practical machine learning techniques, AI agents, prompt engineering, and strategic AI applications.
Typical Course Topics
1. Introduction to Machine Learning Algorithms 2. Neural Networks and Deep Learning 3. Prompt Engineering and Large Language Models 4. Retrieval-Augmented Generation (RAG) 5. Building AI Agents and Autonomous Workflows 6. AI Ethics, Strategy, and Governance
Program Specializations:
Deep Learning
Machine Learning
View the exact, up-to-date curriculum on the official program website
Typical Admissions Requirements
A bachelor's degree in a technical field such as computer science, engineering, or related discipline is typically required, along with basic programming knowledge in Python; professional experience in data science or software development is preferred but not always mandatory.
Academic Requirements (Typical)

• Degree Required: Bachelor’s degree or equivalent
• GRE/GMAT: Not Required
• TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)

Application Materials (Typical)

• Statement of Purpose: Required
• Letters of Recommendation: 2–3
• 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 deep learning skills to advance as Machine Learning Engineer in Cross-Industry AI

Estimated Industry Salary
Machine Learning Engineer: $120,000
Total compensation (entry to mid-level)
AI Job Growth
23.0%
Projected 2024-2034 (BLS)
Common Career Paths:
1. Machine Learning Engineer 2. AI Developer 3. Data Scientist 4. AI Product Manager
Top AI Employers (Industry-Wide):
Top employers include tech companies like Google, Amazon, Microsoft, and Meta, as well as AI startups and consulting firms.
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Program Details
Duration
  • 0.3 Year
Tuition
$ 29,100
Format
Online
Specializations
Deep Learning
Machine Learning
Official Resources
Program Website
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