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Bachelor of Science - Data Science

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Degree Requirements

Required: 52 credits minimum, (30-32 credits upper division); 80required supporting = 60 total credits

Required Courses

  • DATA 215: Introduction to Data Science

  • DATA 315: Data Wrangling

  • DATA 340: Mathematics for Machine Learning

  • DATA 350: Technology, Ethics and Applications

  • DATA 440: Machine Learning

  • CSC 225: Advance Computer Programing With Python

  • MATH 231: Statistics for the Sciences

  • MATH 241: Discrete Mathematics

  • DATA 480: Data Capstone

16 Elective Credits from

  • DATA 360: Advanced Visualization

  • DATA 450: Machine Learning in Practice

  • CSC 210: Introduction to Computer Programming

  • CSC 220: Advanced Computer Programming

  • CSC 310: Algorithms

  • CSC 322: Introduction to Robotics

  • CSC 331: Systems Analysis

  • CSC 335: Software Engineering

  • CSC 340: Operating Systems

  • CSC 360: Computer System Security

  • CSC 410: Database Management Systems

  • MATH 252: Calculus II

  • MATH 261: Calculus III

  • MATH 331: Data Analysis With R

  • MATH 341: Graph Theory/Combinatorics

  • MATH 343: Linear Algebra

  • MATH 352: Probability and Statistics I

  • BUS 256: Business Analytics I

  • BUS 301: Communication for Managers

  • BUS 342: Marketing Research/Consumer Behavior

  • BUS 356: Business Analytics II

  • BUS 381: Info Systems & Organization Design

  • COMM 306: Business and Professional Communication

  • ECON 311: Statistical Methods

  • ECON 312: Quantitative Analysis in Business

  • ECON 450: Econometrics

  • PHIL 350: Technology and Value

  • POLS 421: The Politics of Data

  • SPMG 411: Sport Analytics and Research Methods

Required Supporting Courses

  • CSC 110: Concepts of Programming

  • MATH 245: Applied Calculus or MATH 251:Calculus I

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Course and program information may change throughout the academic year to better serve students. The requirements outlined in this catalog do not constitute an irrevocable contract between the student and California Lutheran University. The university reserves the right to change any provision or requirement at any time during the student's duration of enrollment. To view curriculum offering information for the 2024-2025 academic year, please see the Catalog PDF (click "Download Catalog as PDF" at the bottom of this page). 

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