## Courses

Page Content

AUB offers a wide variety of undergraduate and graduate programs and courses to prepare students for careers in artificial intelligence, data science, and computing.

Course Number |
Course Name |
Department | Faculty | Level | Area |
---|---|---|---|---|---|

BIOC 326 | Bioinformatics Tools and Applications in Genomics | Biochemistry and Molecular Genetics | FM | Graduate | Health & Life Sciences |

BIOL 251 | Introduction to Bioinformatics | Biology | FAS | Undergraduate | Health & Life Sciences |

BIOL 310 | Biostatistics |
Biology | FAS | Graduate | Health & Life Sciences |

BIOL 370 | Bioinformatics | Biology | FAS | Graduate | Health & Life Sciences |

BMEN 601 | Computational Modeling of Physiological Systems | Biomedical Engineering | MSFEA | Graduate | Health & Life Sciences |

BMEN 602 | Computational Modeling of Cardiovascular and Pulmonary Systems | Biomedical Engineering | MSFEA | Graduate | Health & Life Sciences |

BMEN 609 | Computational Neuroscience | Biomedical Engineering | MSFEA | Graduate | Health & Life Sciences |

BMEN 611 | Computational Modeling in Biomechanics | Biomedical Engineering | MSFEA | Graduate | Health & Life Sciences |

CMPS 251 | Numerical Computing | Computer Science | FAS | Undergraduate | Computing, Statistics, and Math |

CMPS 276 | Data Science | Computer Science | FAS | Undergraduate | Computing, Statistics, and Math |

CMPS 277 | Database Systems | Computer Science | FAS | Undergraduate | Computing, Statistics, and Math |

CMPS 281 | Numerical Linear Algebra | Computer Science | FAS | Undergraduate | Computing, Statistics, and Math |

CMPS 287 | Machine Learning | Computer Science | FAS | Undergraduate | Machine Intelligence and Robotics |

CMPS 297T | AI Ethics | Computer Science | FAS | Undergraduate | Ethics |

CMPS 350 | Discrete Models for Differential Equations | Computer Science | FAS | Graduate | Computing, Statistics, and Math |

CMPS 351 | Optimization and Nonlinear Problems | Computer Science | FAS | Graduate | Computing, Statistics, and Math |

CMPS 373 | Parallel Computing | Computer Science | FAS | Graduate | Computing, Statistics, and Math |

CMPS 375 | Distributed Systems | Computer Science | FAS | Graduate | Computing, Statistics, and Math |

CMPS 391 | Information Retrieval and Web Search | Computer Science | FAS | Graduate | Computing, Statistics, and Math |

CMPS 392 | Deep Learning | Computer Science | FAS | Graduate | Machine Intelligence and Robotics |

CMPS 396AA | GPU Computing | Computer Science | FAS | Graduate | Computing, Statistics, and Math |

ECON 213 | Economic Statistics I | Economics | FAS | Undergraduate | Social Sciences |

ECON 214 | Economic Statistics and Econometrics | Economics | FAS | Undergraduate | Social Sciences |

ECON 215 | Applied Econometrics | Economics | FAS | Undergraduate | Social Sciences |

ECON 305 | Econometrics I | Economics | FAS | Graduate | Social Sciences |

ECON 343 | Econometrics of Financial Markets | Economics | FAS | Graduate | Social Sciences |

ECON 352 | Advanced Financial Econometrics | Economics | FAS | Graduate | Social Sciences |

EECE 433 | Database Systems | Electrical and Computer Engineering | MSFEA | Undergraduate | Computing, Statistics, and Math |

EECE 463 | Artificial Intelligence for Control Systems | Electrical and Computer Engineering | MSFEA | Undergraduate | Machine Intelligence and Robotics |

EECE 490 | Introduction to Machine Learning | Electrical and Computer Engineering | MSFEA | Undergraduate | Machine Intelligence and Robotics |

EECE 617 | Reliability and Statistical Design | Electrical and Computer Engineering | MSFEA | Graduate | Computing, Statistics, and Math |

EECE 633 | Data Mining | Electrical and Computer Engineering | MSFEA | Graduate | Computing, Statistics, and Math |

EECE 634 | Natural Language Processing | Electrical and Computer Engineering | MSFEA | Graduate | Machine Intelligence and Robotics |

EECE 636 | Automated Reasoning | Electrical and Computer Engineering | MSFEA | Graduate | Computing, Statistics, and Math |

EECE 639 | Advanced Data Mining | Electrical and Computer Engineering | MSFEA | Graduate | Computing, Statistics, and Math |

EECE 642 | Introduction to Coding Theory | Electrical and Computer Engineering | MSFEA | Graduate | Computing, Statistics, and Math |

EECE 665 | Adaptive Control Systems | Electrical and Computer Engineering | MSFEA | Graduate | Machine Intelligence and Robotics |

EECE 690 | Introduction to Machine Learning | Electrical and Computer Engineering | MSFEA | Graduate | Machine Intelligence and Robotics |

EECE 693 | Deep Learning Neural Networks | Electrical and Computer Engineering | MSFEA | Graduate | Machine Intelligence and Robotics |

ENMG 616 | Advanced Optimization Techniques | Engineering Management | MSFEA | Graduate | Computing, Statistics, and Math |

GEOL 319 | Geostatistics | Geology | FAS | Graduate | Earth Sciences |

MATH 251 | Numerical Computing | Mathematics | FAS | Undergraduate | Computing, Statistics, and Math |

MATH 281 | Numerical Linear Algebra | Mathematics | FAS | Undergraduate | Computing, Statistics, and Math |

MATH 350 | Discrete Models for Differential Equations | Mathematics | FAS | Graduate | Computing, Statistics, and Math |

MATH 351 | Optimization and Nonlinear Problems | Mathematics | FAS | Graduate | Computing, Statistics, and Math |

MSBA 315 | Machine Learning and Predictive Analytics | Business Analytics | OSB | Graduate | Business Analytics |

MSBA 316 | Text Analytics and Natural Language Processing | Business Analytics | OSB | Graduate | Business Analytics |

MSBA 325 | Data Visualization and Communication | Business Analytics | OSB | Graduate | Business Analytics |

NURS 604 | Measurement in Health Research | Nursing | HSON | Graduate | Health & Life Sciences |

PHIL 251K | AI Ethics | Philosophy | FAS | Undergraduate | Ethics |

PHYS 222 | Computational Physics | Physics | FAS | Undergraduate | Physical Sciences |

PHYS 310A | Computational Physics | Physics | FAS | Graduate | Physical Sciences |

PSYC 284 | Statistical Analyses in Psychology | Psychology | FAS | Undergraduate | Social Sciences |

PSYC 302 | Statistical Analyses in Psychology | Psychology | FAS | Graduate | Social Sciences |

SOAN 211 | Analysis of Social Data | Sociology and Anthropology | FAS | Graduate | Social Sciences |

STAT 234 | Introduction to Statistical Inference | Statistics | FAS | Undergraduate | Computing, Statistics, and Math |

STAT 235 | Applied Regression Analysis | Statistics | FAS | Undergraduate | Computing, Statistics, and Math |

STAT 239 | Statistical Learning | Statistics | FAS | Undergraduate | Computing, Statistics, and Math |

STAT 348 | Monte Carlo Methods | Statistics | FAS | Graduate | Computing, Statistics, and Math |