Columbia University in the City of New York
MS in Computer Science – Data Science Track
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, mathematics, statistics, or a related field is required, along with a minimum GPA of 3.0 and prerequisite coursework in programming, linear algebra, calculus, and probability. Relevant work experience or research background strengthens applications.
About This Program
This track integrates computer science with statistical modeling to prepare students for leadership roles in extracting valuable insights from complex datasets.
Career Outcomes
Position as Data Scientist in Cross-Industry AI with machine learning expertise
- 1. Data Scientist
- 2. Machine Learning Engineer
- 3. Data Analyst
- 4. Big Data Engineer
What You'll Learn
- Build and deploy machine learning models for predictive analytics.
- Process and manage large-scale datasets using big data tools.
- Apply statistical methods to extract insights from complex data.
- Create effective data visualizations for technical and business audiences.
Curriculum Highlights
The structure includes core coursework in algorithms and machine learning, a capstone project, and interdisciplinary electives across various university departments.
Top Employers
Top employers include Google, Amazon, Microsoft, Meta, and financial firms like JPMorgan Chase.
Admissions
A bachelor's degree in computer science, mathematics, statistics, or a related field is required, along with a minimum GPA of 3.0 and prerequisite coursework in programming, linear algebra, calculus, and probability. Relevant work experience or research background strengthens applications.
Application Materials
- Statement of Purpose: Required
- Letters of Recommendation: 3
- 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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