Track 1 – Foundation courses from WCAS Data Science:
Data Science I (STAT 301-1 or STAT 303-1);
Data Science II (STAT 301-2 or STAT 303-2), and
Data Science III (STAT 301-3 or STAT 303-3)
Track 2 – Three of the following courses (includes courses from the McCormick Data Science Minor):
The Sociology of Networks; Intro to Microbiome Analysis (ANTH 490);
Introduction to Biomedical Statistics (BMD_ENG 220);
Computational Genomics (BMD_ENG 311);
Probability and Statistics for Chemical Engineers (CHEM_ENG 312);
Quantitative Methods in Life Cycle Analysis (CHEM_ENG 367);
Computational Biology (CHEM_ENG 379);
Uncertainty Analysis (CIV_ENV 306);
Choice Modelling in Engineering (CIV_ENV 395);
Community-based Design (CIV_ENV 398);
Travel Demand Analysis & Forecasting (CIV_ENV 480);
Statistics and Statistical Programming (COMM_ST 395)
Intro Programming (COMP_SCI 110);
Data Structures and Algorithms (COMP_SCI 214);
Data Management (COMP_SCI 217);
Intro to Law and Digital technologies (COMP_SCI 295);
Intro to Database Systems (COMP_SCI 339);
Introduction to Artificial Intelligence (COMP_SCI 348);
Machine Learning (COMP_SCI 349);
Foundations of Data Science (DATA_ENG 200);
Inverse Methods (EARTH 353);
Scientific Coding in Python (EARTH 361);
Applied Linear Algebra (ES_APPM 345);
Machine Learning: Foundations, Applications, and Algorithms (ELEC_ENG 375);
Introduction to Statistics (IEMS 201);
Statistics (IEMS 303);
Statistical Learning for Data Analysis (IEMS 304):
Data Science and Analytics (IEMS 308);
Field Project Methods (IEMS 340);
Intro to Programming and Text Processing (LING 331);
Introduction to Computational Linguistics (LING 334);
Mechanistic Data Science for Engineering (MECH_ENG 395);
Social Dynamics and Network Analysis (MORS 457);
Statistics and Statistical Programming (MTS 525)
Programming for Big Data (NICO 101 & 102);
Data Visualization (STAT 302);
Introduction to Statistics and Research Methodology (SESP 210)
Some special topics courses on aspects of data science or data science courses not yet listed here (please contact us with questions).