Data Science
The Master of Science in Data Science at the University of Miami is a two-year, full-time graduate program that prepares students to become expert problem-solvers in a data-driven world. This interdisciplinary program combines coursework in statistics, computer science, and domain-specific applications to provide a deep understanding of data analysis, machine learning, data engineering, and algorithmic thinking. Students gain hands-on experience working with large and complex datasets while developing the skills needed to draw meaningful insights and support data-informed decisions across industries.
The curriculum emphasizes both technical mastery and applied knowledge through real-world case studies, collaborative projects, and access to cutting-edge technologies. Students learn to manage end-to-end data science workflows—from data acquisition and preprocessing to modeling and visualization. Courses are taught by experienced faculty with backgrounds in artificial intelligence, computational mathematics, and big data analytics. The program fosters analytical thinking, scientific curiosity, and ethical responsibility, equipping graduates to lead data initiatives that impact business, science, policy, and society at large.
Key information
Key Facts
- Program Title: Data Science
- Degree Type: Master of Science
- Duration: 2 years
- Mode of Study: Full-time, On Campus
- Application Deadline: 15 May 2026
- Location: University of Miami, United States
- Field of Study: Data Science & Big Data
- Language of Instruction: English
Program Structure
Semester 1 – Core Foundations in Data Science
• Probability and Statistical Inference
• Introduction to Programming for Data Science
• Data Structures and Algorithms
• Data Ethics and Responsible AI
Semester 2 – Modeling and Analytical Techniques
• Machine Learning Methods
• Data Visualization and Communication
• Database Systems and SQL
• Linear Models and Regression Analysis
Semester 3 – Advanced Tools and Applications
• Deep Learning and Neural Networks
• Big Data Processing with Spark and Hadoop
• Natural Language Processing
• Elective (e.g., Bioinformatics, Financial Analytics, or Urban Data Systems)
Semester 4 – Capstone and Professional Integration
• Applied Data Science Project or Industry Internship
• Cloud Computing and Scalable Systems
• Seminar on Data Science Trends
• Portfolio Development and Career Readiness
Career Opportunities
Graduates of this program are well-prepared for high-impact roles in fields where data-driven decision-making is essential. Common career paths include data scientist, machine learning engineer, data analyst, AI researcher, and business intelligence specialist. Alumni often work in industries such as finance, healthcare, technology, energy, and government, where expertise in statistical modeling and predictive analytics adds immediate value. The program also opens doors to roles in consulting, startups, and academic research, particularly in areas that demand complex data interpretation and automation. With strong training in both the theory and practice of data science, graduates are equipped to design and implement solutions that address real-world problems with precision and impact.
Why Choose This Program
This program offers an ideal path for individuals who want to become technically skilled, analytically sharp, and industry-ready data science professionals. The University of Miami delivers a rigorous curriculum supported by expert faculty, modern computing infrastructure, and cross-disciplinary collaboration. Students benefit from personalized guidance, project-based learning, and access to local and global industry partnerships. The two-year format allows time for in-depth skill development, internships, and portfolio building. Whether your goal is to work in AI, solve pressing societal challenges, or lead data strategy in your organization, this program provides the tools, experience, and confidence to turn data into transformative solutions.
Contact Information
For further information, please contact the admissions office at:
Phone: +1 305 284 2000
Email: admissions@miami.edu
Address: University of Miami, 1320 S Dixie Hwy, Coral Gables, FL 33146, United States
