Columbia University in the City of New York
Certificate in Computer Science - Intelligent Systems
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: A bachelor's degree in computer science, engineering, or a related field with a minimum GPA of 3.0 is required, along with programming experience in Python and foundational knowledge in linear algebra and calculus.
About This Program
This graduate-level certificate program focuses on the development and analysis of intelligent systems through advanced computer science coursework.
Career Outcomes
Gain machine learning skills to advance as Data Scientist in Cross-Industry AI
- 1. AI Engineer
- 2. Machine Learning Specialist
- 3. Intelligent Systems Developer
- 4. Data Scientist (AI focus)
What You'll Learn
- Design and implement intelligent systems using AI algorithms and machine learning models.
- Apply neural networks and deep learning techniques to real-world problems.
- Develop search, optimization, and probabilistic reasoning for decision-making in intelligent agents.
- Build and evaluate AI applications including reinforcement learning and predictive systems.
Curriculum Highlights
The program requires 12 credits of graduate courses, including selections from AI, robotics, visual interfaces, and advanced software engineering.
Top Employers
Top employers include tech leaders like Google, Microsoft, Amazon, and IBM, as well as research institutions and AI startups.
Admissions
A bachelor's degree in computer science, engineering, or a related field with a minimum GPA of 3.0 is required, along with programming experience in Python and foundational knowledge in linear algebra and calculus.
Application Materials
- Statement of Purpose: Required
- Letters of Recommendation: 2β3
- Resume: Required
- Transcripts: Official transcripts required
Academic Requirements
- Degree Required: Bachelor's degree
- GRE/GMAT: Not Required
- TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)
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