Data Science, BS

Math Core

• MATH 027 - Calculus I
• MATH 038 - Calculus II
• MATH 120 - Linear Algebra with Applications

Technical Core

• DATA 040 - Business Statistics
• MA/CS 021 - Programming I
• DATA 100 - Probability for Data Science
• DATA 137 - Advanced Quantitative Methods

Skills Core

• DATA 138 - Database Programming for Data Analytics
• DATA 139 - Big Data and Machine Learning
• DATA 140 - Data Visualization

Upper Division Electives (3)

• Three (3) credits of upper-division electives. Electives lists will be updated annually by the department.

Shared prerequisites: DATA 040 , MA/CS 021 . Some courses will have additional prerequisites.

Sample topics are: ● Data Science for Social Good ● AI Ethics ● Algorithm for Machine Learning ● Analytics for Sustainability ● Cyber-security/Anomaly Detection ● Computational Economics ● Computer Vision ● HR and People Analytics ● Introduction to Sentiment Analysis/Natural Language Processing ● Education Analytics/Learning Analytics ● Reinforcement Learning ● Math Modeling

Capstone

• DATA 196 - Capstone