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American University of Beirut

Courses

̩��Ʊoffers a wide variety of undergraduate and graduate ��ǲ�� 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

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American University of Beirut

Courses

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