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Requirements

Requirements for the Data Science Bachelor of Science degree (40 semester hours)

  • CS 151 Introduction to Programming with Python (4)
  • CS 370 Fundamentals of Data Science I (4)
  • CS 475 Fundamentals of Machine Learning (4)
  • DATA 403 Introduction to Data Engineering (4)
  • DATA 410 Undergraduate Capstone (4)
  • MATH 239 Statistical Learning with R (4)
  • MATH 280 Math for Data Science (4)
  • One DS Electives 100-level or greater or from approved list (4)
  • Two DS Electives 300-level or greater or from approved list (8)

Approved DS Electives from outside of DS

  • BIOL 342 Biostatistics (4)
  • BIOL 347 Bioinformatics (4)
  • CS 125 Problem Solving with MATLAB (4)
  • CS 241 Data Structures (4)
  • CS 343 Analysis of Algorithms (4)
  • ECON 350 Introduction to Econometrics and Forecasting (4)
  • ENVS 250 Geographic Information Systems (4)
  • ENVS 381 Research in Spatial Science (4)
  • MATH 253 Linear Algebra (4)
  • MATH 266 Probability and Statistics (4)
  • MATH 376 Topics in Mathematics: Probability Theory (topic dependent) (4)
  • PHYS 340 Advanced Data Analysis and Simulation (ADAS) (4)
  • PSYC 253 Research Methods and Analysis II (4)

Requirements for the Data Science Minor (20 semester hours)      

  • CS 151 Introduction to Programming with Python (4)
  • CS 370 Fundamentals of Data Science I (4)
  • MATH 239 Statistical Learning with R (4)
  • Two DS Electives 100-level or greater or from approved list (8)

Approved DS Electives from outside of DS

  • BIOL 342 Biostatistics (4)
  • BIOL 347 Bioinformatics (4)
  • CS 125 Problem Solving with MATLAB (4)
  • CS 241 Data Structures (4)
  • CS 343 Analysis of Algorithms (4)
  • ECON 350 Introduction to Econometrics and Forecasting (4)
  • ENVS 250 Geographic Information Systems (4)
  • ENVS 381 Research in Spatial Science (4)
  • MATH 253 Linear Algebra (4)
  • MATH 266 Probability and Statistics (4)
  • MATH 376 Topics in Mathematics: Probability Theory (topic dependent) (4)
  • PHYS 338 Advanced Data Analysis and Simulation (ADAS) (4)
  • PSYC 253 Research Methods and Analysis II (4)

 

Willamette University

Data Science

Address
900 State Street
Salem Oregon 97301 U.S.A.
Phone
503-370-6196