BS in Data Science and AI

University of Miami

This program provides a technical foundation in data science and artificial intelligence for students seeking careers in industrial research. It emphasizes the formal mathematical and statistical basis for these technologies.

What You'll Learn

• Design and implement machine learning models for classification, regression, and anomaly detection tasks • Apply statistical methods and data visualization techniques to extract insights from complex datasets • Develop proficiency in programming languages and tools essential for data science workflows • Evaluate AI/ML system performance, identify limitations, and communicate findings to non-technical stakeholders

Typical Courses

1. Introduction to Programming (Python, R, or SQL) 2. Machine Learning Algorithms and Applications 3. Data Structures and Algorithm Design 4. Artificial Intelligence and Neural Networks 5. Big Data Analytics and Predictive Modeling 6. Applied Linear Algebra and Statistics

Career Paths

1. Data Scientist 2. Machine Learning Engineer 3. AI Research Specialist 4. Analytics Engineer