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2019-2020 Undergraduate Catalog [ARCHIVED CATALOG]
Course Descriptions
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Use the course filter below to search for active courses.
Course numbers followed by an ‘L’ are cross-listed with another department or program.
This catalog may contain course information that is out of date. Before registering for a course, always check the course information in WISER.
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Management Science and Information Systems |
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MSIS 499 - College of Management Honors Thesis Seminar 3 Credit(s) | Lecture | Course can be counted for credit once
Description: The CM honors research seminar and thesis Program is a two-semester course sequence. In this seminar, students successfully complete a research while working closely with a faculty advisor to define the project, which builds upon work completed in the per-requisite course, CM Honors Research Seminar. The honors thesis project stretches and grows a student’s capabilities. Therefore, the program is structured around a series of assignments and milestones during which students will work with guidance from a faculty advisor and program coordinator toward a project that meets course goals.
Enrollment Requirements: Prerequisites:
038992:1 |
Marketing |
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MKT 478 - Special Topics in Marketing 3 Credit(s) | Lecture | Course can be counted for credit once
Description: Addresses a specific topic in marketing. Special topics courses are offered as one-time supplements to the department’s curriculum. Descriptions of special topics courses are available during advance registration.
022691:1 |
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MKT 479 - Digital Marketing 3 Credit(s) | Lecture | Graded Course can be counted for credit once
Description: Digital marketing forms the backbone of today’s economy and brands are putting more of a focus on digital marketing than ever before. This course will help students gain an understanding of how the digital economy works and develop the critical insights necessary to succeed in e-commerce and digital marketing. This course provides the fundamental knowledge and marketing perspective required to successfully conduct digital marketing activities in organizations of different types and sizes. This class will give students the theoretical understanding of the internet marketplace necessary to adapt to its many changes, while also equipping students with the skills they will need to perform vital daily functions. When students complete the course, they will have a richer understanding of the foundations of the new digital marketing landscape and acquire a new set of skills, concepts, and tools to help them digitally create, distribute, promote and price products and services.
Enrollment Requirements: Prerequisites: MKT 301 and a minimum of 60 credits
041446:1 |
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MKT 480 - Marketing Internship 3 Credit(s) | Lecture | Course can be counted for credit once
Description: Provides students with opportunities for full- or part-time work experience in a marketing setting. On-site supervisors and faculty sponsors provide guidance and supervision for each intern.
Enrollment Requirements: Department consent
022695:1 |
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MKT 498 - College of Management Honors Research Seminar 3 Credit(s) | Lecture | Course can be counted for credit once
Description: The CM honors research seminar and thesis program is a two-semester course sequence. This seminar covers research and research methods, and is intended to position students to successfully complete a research project during the second semester. During the first semester, students will work with the program coordinator and later a faculty advisor to define the project. The program is structured around a series of assignments and milestones during which students will work with guidance from a faculty advisor and program coordinator toward a project that meets course goals.
Enrollment Requirements: Prerequisites: A minimum of 60 credits and department consent
038986:1 |
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MKT 499 - College of Management Honors Thesis Seminar 3 Credit(s) | Lecture | Course can be counted for credit once
Description: The CM honors research seminar and thesis Program is a two-semester course sequence. In this seminar, students successfully complete a research while working closely with a faculty advisor to define the project, which builds upon work completed in the per-requisite course, CM Honors Research Seminar. The honors thesis project stretches and grows a student’s capabilities. Therefore, the program is structured around a series of assignments and milestones during which students will work with guidance from a faculty advisor and program coordinator toward a project that meets course goals.
Enrollment Requirements: Prerequisites:
038991:1 |
Mathematics |
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MATH 115 - College Algebra 3 Credit(s) | Lecture | Course can be counted for credit once
Description: Designed primarily but not exclusively for students seeking a stronger foundation in algebra before taking MATH 129 or MATH 130 . Topics include basic algebra concepts, linear equations and inequalities and inequalities, properties of functions, linear and quadratic functions, absolute value equations and inequalities, systems of equations.
Enrollment Requirements: Prerequisite: Appropriate placement score or MATH 114QR or MATH 125
021601:1 |
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MATH 125 - Introductory Statistics 3 Credit(s) | Lecture | Course can be counted for credit once
Description: This course is a concept-driven introduction to statistics and statistical reasoning. It covers descriptive statistics, including histograms, the normal curve, and linear correlation and regression; probability sufficient to enable development of inferential statistics; and topics in statistical inference. The latter will include sampling theory, confidence intervals and their interpretation, tests of hypotheses, and chi-square tests.
Course Attribute(s): Distribution Area: Mathematics and Technology
Enrollment Requirements: Prerequisite: Appropriate placement score or MATH 114QR or MATH 115 or MATH 129 or MATH 130 or MATH 140
021451:1 |
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MATH 129 - Pre-Calculus for Management and Social Science Students 3 Credit(s) | Lecture | Course can be counted for credit once
Description: This course teaches the algebraic and conceptual skills students need to master before they are ready for MATH 134 or MATH 135 . The major part of the course then involves the application of linear, quadratic, and exponential models to problems in management and economics. Note: Students intending to take Calculus I and II (MATH 140 and 141 ) should take MATH 130 instead of MATH 129. Students may take MATH 130 after MATH 129, but only with the explicit permission of the department, and then only for two credits.
Course Attribute(s): Distribution Area: Mathematics and Technology
Enrollment Requirements: Prerequisite: Appropriate placement score or MATH 115 with a grade of B or better in the previous semester.
021452:1 |
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MATH 130 - Precalculus 3 Credit(s) | Lecture | Course can be counted for credit once
Description: Preparation for first year calculus. Covers symmetry, graphs, functions, lines, parabolas and max-min problems, exponential and logarithm functions, exponential growth, and the trigonometric functions and their inverses. Note: No student will receive graduation credits for MATH 130 if it is taken after successful completion of any higher math course. Students who have successfully completed MATH 130 may not subsequently take MATH 129 for credit. Students may take MATH 130 after MATH 129 only with explicit permission of the department, and then only for two credits.
Course Attribute(s): Distribution Area: Mathematics and Technology
Enrollment Requirements: Prerequisite: Appropriate placement score or MATH 115 with a grade of B or better in the previous semester.
021453:1 |
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MATH 134 - Managerial Calculus 3 Credit(s) | Lecture | Course can be counted for credit once
Description: A one-semester course in calculus, with particular emphasis on applications to economics and management. Topics covered include limits, continuity, derivatives, and integrals. Students may not receive graduation credit for both MATH 134 and MATH 135 . Students may take MATH 140 after MATH 134, but only with the explicit permission of the department and then only for two credits.
Course Attribute(s): Distribution Area: Mathematics and Technology
Enrollment Requirements: Prerequisite: Appropriate placement score or MATH 129 or MATH 130
021455:1 |
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MATH 135 - Survey of Calculus 3 Credit(s) | Lecture | Course can be counted for credit once
Description: Calculus developed intuitively and applied to problems in biology, economics, psychology, and geometry. A course for non-physical science and non-mathematics majors. Suitable for some pre-medical programs. Note: No student will receive graduation credit for MATH 135 if it is taken after successful completion of MATH 134 or 140 or a higher Math course. Students may take MATH 140 after 135 only with explicit permission of the Department, and then only for two credits.
Course Attribute(s): Distribution Area: Mathematics and Technology
Enrollment Requirements: Prerequisite: Appropriate placement score or MATH 130
021658:1 |
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MATH 135R - Survey of Calculus - Reduced Credit 1 Credit(s) | Lecture | Course can be counted for credit once
Description: Calculus developed intuitively and applied to problems in biology, economics, psychology, and geometry. A course for non-physical science and non-mathematics majors. Suitable for some pre-medical programs.
Enrollment Requirements: Prerequisite: MATH 134 or permission of instructor
037803:1 |
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MATH 140 - Calculus I 4 Credit(s) | Lecture | Course can be counted for credit once
Description: The first in the sequence of calculus courses for science and math majors. Starts with the basic concepts of functions and limits. Topics covered include: derivatives and their applications, definite and indefinite integrals with applications to geometric and physical problems, and discussion of algebraic and transcendental functions. Note: MATH 134 or MATH 135 does NOT satisfy the pre-requisites for MATH 140. Therefore students who complete MATH 134 or 135 will have to take and pass the math placement test to get into Calculus I. Additionally, students who have received credit for either MATH 134 or MATH 135 may not take MATH 140 for credit without the explicit permission of the department and then only for two credits.
Course Attribute(s): Distribution Area: Mathematics and Technology
Enrollment Requirements: Prerequisite: Appropriate placement score or MATH 130 with a grade of B or better in the previous semester.
021457:1 |
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MATH 141 - Calculus II 4 Credit(s) | Lecture | Course can be counted for credit once
Description: Continuation of MATH 140 . Topics include transcendental functions, techniques of integration, applications of the integral, improper integrals, L’Hospital’s rule, sequences, and series. Note: Because MATH 141 is the second part of a three-semester calculus sequence, it should be taken as soon as possible after MATH 140 .
Course Attribute(s): Distribution Area: Mathematics and Technology
Enrollment Requirements: Prerequisite: MATH 140 or MATH 145 with a grade of C- or better
021459:1 |
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MATH 141R - Calculus II for Reduced Credit 2 Credit(s) | Lecture | Course can be counted for credit once
Description: The course is exactly the same as MATH 141 with the exception as to the number of credits that a student will earn for completing this course. Completion of MATH 141R will result in 2 credits being earned by the student. Please note that because MATH 141R is the second of a sequence of calculus course, it should be taken as soon as possible after MATH 140 , MATH 140R , MATH 145 or MATH 145R . A student who has received credit for MATH 141 or MATH 145R may not take MATH 146 without permission of the department and then only for two credits as MATH 146R. Similarly, a student who has received credit for MATH 146 or MATH 146R may not take MATH 141 without permission of the department and then only for two credits as MATH 141R. Students may not earn credit for both MATH 141 and Math 141R.
034670:1 |
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MATH 145 - Calculus I for Life & Environmental Sciences 4 Credit(s) | Lecture | Course can be counted for credit once
Description: This calculus course presents topics of calculus in the context of the life and environmental sciences. Note: MATH 134 or MATH 135 does NOT satisfy the pre-requisites for MATH 145. Therefore students who complete MATH 134 or 135 will have to take and pass the math placement test to get into Calculus I. Additionally, students who have received credit for either MATH 134 or MATH 135 may not take MATH 145 for credit without the explicit permission of the department and then only for two credits. Students who complete this course will be eligible for MATH 141 , or MATH 146, as well as MATH 303 .
Course Attribute(s): Distribution Area: Mathematics and Technology
Enrollment Requirements: Prerequisite: Appropriate placement score or MATH 130 with a grade of B or better
033332:1 |
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MATH 145R - Calculus I for Life and Environmental Sciences for Reduced Credits 2 Credit(s) | Lecture | Course can be counted for credit once
Description: The course is exactly the same as MATH 145 with the exception as to the number of credits that a student will earn for completing this course. Completion of MATH 145R will result in 2 credits being earned by the student. Students who complete this course will be eligible for Calculus II (MATH 141 ), or Calculus II for the Life and Environmental Sciences (MATH 146 ), as well as Mathematical Biology (MATH 303 ) and any other course in the mathematics department that currently has MATH 140 as a prerequisite. A student who has received credit for either MATH 134 , MATH 135 or MATH 140 may take MATH 145R for two credits with the explicit permission of the department. Students cannot earn credit for both MATH 145 and MATH 145R.
034673:1 |
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MATH 146 - Calculus II for Life & Environmental Sciences 4 Credit(s) | Lecture | Course can be counted for credit once
Description: This calculus course presents advanced topics of calculus in the context of the life and environmental sciences. This course does not fulfill the Calculus II (MATH 141 ) requirement and does not serve as a prerequisite for Multivariable Calculus (MATH 240 ).
Course Attribute(s): Distribution Area: Mathematics and Technology
Enrollment Requirements: Prerequisite: MATH 140 or MATH 145
033333:1 |
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MATH 211L - Engineering Mathematics 3 Credit(s) | Lecture | Course can be counted for credit once
Description: In this course students will learn important math concepts and techniques they will need to study engineering topics such as circuit analysis, signal processing, electromagnetic fields and wavers, etc. Topics include complex numbers and functions. Laplace transform, Fourier series and transform, first and second order differential equations, partial differential equations, vector differential calculus, matrix algebra, and probability and statistics. For each of these topics, engineering applications will be emphasized, and when appropriate, numerical solutions will be introduced.
Enrollment Requirements: Prerequisite: MATH 141
038411:2 |
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MATH 240 - Multivariable Calculus 3 Credit(s) | Lecture | Course can be counted for credit once
Description: Differential and integral calculus of functions of several variables. Topics include Euclidean, polar, cylindrical, and spherical coordinates; dot product, cross-product, equations of lines and planes; continuity, partial derivatives, directional, gradient; optimization in several variables; multiple integrals, integrated integrals, change of coordinates, Jacobians, general substitution rule. Please note: Because MATH 240 is the third part of the calculus sequence, it should be taken as soon as possible after MATH 141 . Note: No student receives graduation credit for MATH 240 if it is taken after successfully completion of MATH 242 . Students may take MATH 242 after MATH 240 only with explicit permission of the Department, and then only for one credit.
Enrollment Requirements: Prerequisite: MATH 141
021460:1 |
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MATH 242 - Multivariable and Vector Calculus 4 Credit(s) | Lecture | Course can be counted for credit once
Description: Differential and integral calculus of functions of several variables and of vector fields. Topics include Euclidean, polar, cylindrical, and spherical coordinates; dot product, cross-product, equations of lines and planes; continuity, partial derivatives, directional derivatives, optimization in several variables; multiple integrals, iterated integrals, change of coordinates, Jacobians, general substitution rule; curves and surfaces, parametrizations, line integrals, surface integrals; gradient, circulation, flux divergence; conservative, solenoidal vector fields; scalar, vector potential; Green, Gauss, and Stokes theorems. Please note: Because MATH 242 is the final part of a three-semester calculus sequence, it should be taken as soon as possible after MATH 141 .
Enrollment Requirements: Prerequisite: MATH 141
037080:1 |
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MATH 242R - Multivariable and Vector Calculus - Reduced Credit 1 Credit(s) | Lecture | Course can be counted for credit once
Description: Curves and surfaces, parametrizations, line integrals, surface integrals; gradient, circulation, flux, divergence; conservative, solenoidal vector fields; scalar, vector potential; Green, Gauss, and Stokes theorems. Students who have credit for MATH 242 are not allowed to enroll in MATH 242R
Enrollment Requirements: Prerequisite: MATH 240
037104:1 |
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MATH 260 - Linear Algebra I 3 Credit(s) | Lecture | Graded or pass/fail Course can be counted for credit once
Description: This is an introductory class in Linear Algebra. Topics include basic algebraic operations of Matrices, Linear systems of equations, Gauss-Jordan elimination, subspaces, linear independence, bases, dimension, linear maps, determinants, orthogonality, orthogonalization process, eigenvalues and eigenvectors, as well as a brief discussion on abstract vector spaces.
Course Attribute(s): Distribution Area: Mathematics and Technology
Enrollment Requirements: Prerequisite: MATH 140 or permission of instructor
021462:1 |
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MATH 265 - Discrete Structures in Mathematics 3 Credit(s) | Lecture | Graded or pass/fail Course can be counted for credit once
Description: This course is an introduction to discrete structures in mathematics. Topics include, but are not limited to: basic combinatorial structures and analysis; elementary number theory; sequences and operations with sequences; graphs and trees; equivalence and partial orders.
Enrollment Requirements: Pre- or corequisite: MATH 291
040901:1 |
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MATH 270 - Applied Ordinary Differential Equations Formerly MATH 310 3 Credit(s) | Lecture | Course can be counted for credit once
Description: A comprehensive study of the nature of ordinary differential equations. The course includes qualitative analysis of properties of solutions, as well as standard methods for finding explicit solutions to important classes of differential equations. It presents many applications, particularly for linear equations.
Enrollment Requirements: Prerequisites:
021740:1 |
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MATH 291 - Mathematical Software. An introduction to computer assisted math modeling and problem solving 3 Credit(s) | Lecture | Graded or pass/fail Course can be counted for credit once
Description: The purpose of this course is to develop a basic skillset in using computer software to approach, analyze, and report on mathematical problems. Students will learn to work collaboratively to investigate both basic problems and advanced mathematical topics via simulation and numerical exploration, and they will prepare professional level reports which compile and communicate their results. The topics and their applications will be illustrated using computer algebra software (e.g. Sage), a modern programming language (e.g. Python), and document creation software (e.g. Latex).
Enrollment Requirements: Prerequisites: MATH 141 and CS 110 or permission of instructor
040902:1 |
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MATH 303 - Introduction to Mathematical Biology 3 Credit(s) | Lecture | Course can be counted for credit once
Description: Mathematical models of population growth and other biological processes. Use of math order linear difference equations will be used to model propagation of annuals plants; growth of segmental organisms; red blood cell production; and population growth and destiny dependence in single-species populations. Continuous models will be constructed from among several possibilities, including the logistic equation, simple exponential growth, the Chemostat, Michaelis-Menten kinetics, drug delivery, glucose-insulin kinematics, Gompertz growth in tumors, and the Fitzhugh-Magumo model for neural impulses. Appropriate software will be used throughout the course.
Enrollment Requirements: Prerequisite: MATH 140
021370:1 |
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MATH 314 - Introduction to Proofs: a Transition to Advanced Mathematics Formerly MATH 280 3 Credit(s) | Lecture | Graded or pass/fail Course can be counted for credit once
Description: The course is designed to aid students in making the transition from calculus, differential equations and linear algebra to the more advanced and more abstract mathematics courses, such as abstract algebra and real analysis. The course will cover mathematical logic, mathematical proofs, mathematical induction, set theory, relations, functions, cardinality and applications of proofs in the study of such areas as number theory, calculus and group theory, as time permits.
Enrollment Requirements: Prerequisite: MATH 141
035526:1 |
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MATH 345 - Probability and Statistics I 3 Credit(s) | Lecture | Course can be counted for credit once
Description: Introduction to the fundamental ideas and techniques of probability theory. Topics covered: properties of probability, independence, conditional probability, discrete and continuous random variables, density and distribution function, expectation, variance, covariance, moments, correlation, joint distribution, marginal, some common distributions such as uniform, Bemoulli, binomial, exponential, Poisson and normal distribution, and the Central Limit Theorem. The course also introduces some basic ideas of statistical analysis, e.g. parameter estimation and hypothesis testing.
Enrollment Requirements: Prerequisite: MATH 141
021762:1 |
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MATH 346 - Probability and Statistics II 3 Credit(s) | Lecture | Course can be counted for credit once
Description: Introduction to the fundamental ideas and techniques of statistical inference. The course demonstrates how and when to use statistical methods, explains the mathematical background behind them and illustrates them with case studies. Topics covered: the Central Limit Theorem, parameter estimation, confidence intervals, hypothesis testing, type I and II errors, power, significance level, p-value, likelihood ration tests, t-test, paired and 2-population t-tests, goodness-of-fit tests, chi-square tests, contingency tables, exact tests, nonparametric tests, ANOVA and regression models. Software suitable for statistical analysis, e.g. R or Matlab, will be used to analyze real-world data.
Enrollment Requirements: Prerequisite: MATH 345
021763:1 |
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MATH 350 - Applied Partial Differential Equations 3 Credit(s) | Lecture | Course can be counted for credit once
Description: Applied Partial differential Equations is an introduction to the basic properties of partial differential equations and to some of the techniques that have been developed to analyze the solutions to these equations. The equations that describe the dynamics of waves, diffusion, flow and vibrations will be the main focus of this course. Initial value and boundary value problems of first and second-order equations will be considered. A geometric and analytic analysis of the solutions to these equations will be explored. Specific topics covered include classification of partial differential equations, well posed problems, the maximum principles for the diffusion equation and Laplace’s equation, Dirichlet, Neumann and Robin boundary conditions, the method of characteristic coordinates, and separation of variables. The theory of Fourier Series will be introduced to the student and used to approximate solutions to inhomogeneous boundary value problems using the expansion method. Additional topics specific to the instructor’s preference may be included in the course if time permits.
Enrollment Requirements: Prerequisites:
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MATH 356 - Differential Geometry of Curves and Surfaces 3 Credit(s) | Lecture | Course can be counted for credit once
Description: Differential geometry of curves and surfaces in Euclidean spaces, as an introduction to the geometry of Riemannian manifolds. The course presents intrinsic and extrinsic properties, both from a local and global point of view. Topics include; plane and space curves, surfaces, metrics on surfaces, Gaussian curvature, surfaces of constant curvature, shape operator, mean curvature and minimal surfaces, vector fields on surfaces.
Enrollment Requirements: Prerequisites: MATH 242 and MATH 260
035809:1 |
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MATH 358 - An Introduction to Complex Analysis 3 Credit(s) | Lecture | Course can be counted for credit once
Description: Complex numbers; complex functions; power series; trigonometric functions; Moebius transformations; differentiation and integration of analytic functions; Cauchy’s theorem; residues; singularities; meromorphic functions.
Enrollment Requirements: Prerequisite: MATH 240 or MATH 354
021774:1 |
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MATH 360 - Abstract Algebra 3 Credit(s) | Lecture | Course can be counted for credit once
Description: Review of set theory. Overview of algebraic structures. Elementary theory of groups, rings, and modules.
Enrollment Requirements: Prerequisite: MATH 260 or permission of instructor
021469:1 |
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MATH 361 - Abstract Algebra II 3 Credit(s) | Lecture | Course can be counted for credit once
Description: Introduction to ring and field theory. Topics include: commutative rings, ideals, integral domains, polynomial fields, the theory of extension fields, vector spaces, Galois groups, and the fundamental theorem of Galois theory. Applications include insolvability of certain higher degree polynomials, and other topics as time permits. (Course is offered in the spring only.)
Enrollment Requirements: Prerequisite: MATH 360
031427:1 |
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MATH 370 - History of Mathematics 3 Credit(s) | Lecture | Course can be counted for credit once
Description: This course traces the development of mathematics from ancient times up to and including 17th century developments in the calculus. Emphasis is on the development of mathematical ideas and methods of problem solving. (This course is offered as demand requires.)
Course Attribute(s): Distribution Area: Mathematics and Technology
Enrollment Requirements: Prerequisites: MATH 141 and MATH 260
021782:1 |
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MATH 380 - Introduction to Computational Algebraic Geometry 3 Credit(s) | Lecture | Course can be counted for credit once
Description: This course is an introduction to the geometry of affine algebraic varieties, with emphasis on the algebra-geometry dictionary and on computation via Groebner bases and Buchberger’s algorithm.
Enrollment Requirements: Prerequisite: MATH 260
038233:1 |
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MATH 384L - Game Theory, Evolution and Ecology 3 Credit(s) | Lecture | Course can be counted for credit once
Description: Fundamental concepts of evolutionary game theory and their application in biology. Topics include: the strategy and payoff matrix, the game tree, strategic and extensive form games, symmetric games, Nash equilibria. Evolutionary game theory concepts are discussed for two-strategy games (Prisoner’s Dilemma, Hawk-Dove) and three-strategy games (Rock-Scissors-Paper). Biological examples are studied, such as blood sharing in vampire bats, competition in bacteria, or the evolution of altruistic punishment. BIOL 384L and MATH 384L are the same course.
Enrollment Requirements: Prerequisites:
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035164:2 |
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MATH 390 - Mathematical Problem Solving Seminar 3 Credit(s) | Lecture | Course can be counted for credit once
Description: This course is an undergraduate seminar on mathematical problem solving. It is intended for students who enjoy solving challenging mathematical problems and who are interested in learning various techniques and background information useful for problem solving.
Enrollment Requirements: Prerequisite: MATH 314 or permission of instructor
038409:1 |
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MATH 425 - Numerical Analysis 3 Credit(s) | Lecture | Graded or pass/fail Course can be counted for credit once
Description: This course provides an introduction to numerical analysis and its applications in practical problems in applied mathematics and engineering. In most scientific modeling projects, investigators have to deal with very large systems of linear and nonlinear equations. Understanding of which requires powerful computers and a firm understanding of the vast number of existing pertinent algorithms. The main goal of the course is to provide an instruction to algorithmic and mathematical foundations of high-performance scientific computations. Introductory topics of the course include root finding, fixed point methods, interpolation methods, initial value problems and optimization. Particular emphasis will be on optimization methods, including steepest descent, line search methods, newton methods, quasi-Newton methods, trust regions, theory of constraint optimization and linear programming.
Enrollment Requirements: Prerequisite: MATH 242 and MATH 260 and CS 110 or permission of instructor
021786:1 |
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MATH 426 - Advanced Linear Algebra, Applications and Numerical Methods 3 Credit(s) | Lecture | Graded or pass/fail Course can be counted for credit once
Description: This course is a continuation of linear algebra, towards topics relevant to applications as well as theoretical concepts. Topics to be discussed are algebraic systems, the singular value decomposition (SVD) of a matrix and some of its modern applications. We will discuss Principal component analysis (PCA) and its applications to data analysis. We will study linear transformations and change of basis. We will discuss complex vector spaces and Jordan canonical form of Matrices. We will discuss non-negative matrices and Perron-Frobenius Theory. We will explain multiple matrix factorisations, such as LU, QR, NMF. Finally we will discuss other applications such as the Fast Discrete Fourier Transform. For each of these topics we will discuss numerical computer algorithms and their implementations. In particular we will discuss in detail eigenvalue estimation, including iterative and direct methods, such as Hausholder methods, tri-diagonalzation, power methods, and power method with shifts. We will explain concepts of numerical analysis that are important to consider when we talk about the implementation of algorithms, such as stability and convergence. We will discuss iterative methods as well as direct ones, their advantages and disadvantages. The methods are their applications will be illustrated using a common programming language such as python and/or R.
Enrollment Requirements: Prerequisite: MATH 260 or permission of instructor
040903:1 |
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MATH 440 - General Topology 3 Credit(s) | Lecture | Course can be counted for credit once
Description: This course is an introduction to the abstract theory of continuity and convergence, otherwise known as general (or point-set) topology. Topics include metric spaces and topological spaces, continuity, subspaces, product and quotient spaces, sequences, nets and filters, separation and countability, compactness, connectedness, and the fundamental group.
Enrollment Requirements: Prerequisite: MATH 260 or permission of instructor
034995:1 |
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MATH 447 - Probability Models 3 Credit(s) | Lecture | Graded or pass/fail Course can be counted for credit once
Description: This is an undergraduate course on probability models with a strong emphasis on stochastic processes. The aim is to enable students to approach realworld phenomena probabilistically and build effective models. Topics include probability spaces, random variables, conditional probability, Markov chains, Poisson processes, Brownian motion, probabilistic simulations.
Enrollment Requirements: Prerequisite: MATH 345
039218:1 |
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MATH 448 - Computational Statistics 3 Credit(s) | Lecture | Graded or pass/fail Course can be counted for credit once
Description: This course is an introduction to the fundamental ideas and techniques of statistical inference. The course demonstrates how and when to use statistical methods, explains the mathematical background behind them and illustrates them with case studies. Topics covered include the Central Limit Theorem, parameter estimation, confidence intervals, hypothesis testing, type I and II errors, power, significance level, p-value, likelihood ration tests, t-test, paired and 2-population t-tests, goodness-of-fit tests, chi-square tests, contingency tables, exact tests, nonparametric tests, ANOVA and regression models. Statistical software such as R, Matlab, or Python, will be used to analyze real-world data.
Enrollment Requirements: Prerequisites: MATH 345 and MATH 447 and CS 110 or permission of instructor
039481:1 |
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MATH 449 - Computational Molecular Biology 3 Credit(s) | Lecture | Graded or pass/fail Course can be counted for credit once
Description: Mathematical Biology is a multidisciplinary field of research, primarily focused on the development of mathematical models and computational algorithms to study biological phenomena. While the field is broadly defined, and can encompass several branches of biological and social sciences, the focus in this course is mainly on the molecular biology of the gene and the fundamental of mathematical models relating to the bioinformatics of analyzing high-throughput biological datasets. We will study mathematical models and computational algorithms that are typically used for analysis and interpretation of omic -scale biological datasets, in particular, gene expression data. The topics that will be covered during the course include basics of the sequence alignment algorithms; quantification of gene expression data from microarray and RNA-seq; regression, clustering, and classification models for genetic stratification; response prediction and biomarker discovery, biophysical models of transcriptional gene regulation; post-transcriptional gene regulation by MicroRNAs; structural bioinformatics, and application of Hidden Markov Models (HMMs to the functional annotation of the genome.
Enrollment Requirements: Prerequisites: MATH 448 and CS 110 or permission of instructor
040925:1 |
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MATH 454 - Analysis on Manifolds 3 Credit(s) | Lecture | Course can be counted for credit once
Description: This course is an introduction to the framework for modern advanced analysis. Topics include differentiable maps between Euclidean spaces, Implicit and Inverse Function Theorems, manifolds, differential forms, differentiation and integration on manifolds.
Enrollment Requirements: Prerequisites:
035808:1 |
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MATH 460 - Survey of Geometry 3 Credit(s) | Lecture | Course can be counted for credit once
Description: Topics taken from classical Euclidean geometry and the non Euclidean geometries; projective geometry; lattices; finite geometries. (This course is normally offered at least once every three semesters.)
Enrollment Requirements: Prerequisite: MATH 260
021801:1 |
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MATH 470 - Mathematical Logic 3 Credit(s) | Lecture | Course can be counted for credit once
Description: Syntax and semantics of propositional and first order predicate logic. Axiomatic theories and completeness. Brief discussion of incompleteness results.
Enrollment Requirements: Prerequisite: MATH 320 or MATH 360
021804:1 |
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MATH 478 - Independent Study 1 - 3 Credit(s) | Lecture | Course can be counted for credit once
Description: Work done by a student or group of students under faculty supervision on material not currently offered in a regularly scheduled course. Students wishing to undertake such work must first find a faculty member willing to supervise it; the work to be completed must be approved by the department chair.
Enrollment Requirements: Department consent
021806:1 |
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MATH 480 - Special Topics 3 Credit(s) | Lecture | Course can be counted for credit once
Description: An advanced course offering intensive study of selected topics in mathematics. A course offered as MATH 480 is an advanced undergraduate mathematics course being given for the first time and covering topics not available in current courses. Such a course is offered either to fulfill a one-time need or to try out material with the intention of developing a new course. Course content varies each semester and will be announced prior to registration.
021816:1 |
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MATH 490 - Thesis Research 1 - 6 Credit(s) | Independent Study | Course can be counted for credit up to 6 times/6 credits
Description: An opportunity for qualified, advanced students wot work on a specialized research project under the guidance of a faculty advisor.
Enrollment Requirements: Instructor consent
038659:1 |
Modern Languages, Literatures, and Cultures |
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MLLC 100 - Global Studies Gateway Formerly MDNLNG 100 3 Credit(s) | Lecture | Course can be counted for credit once
Description: This course provides an introduction to global studies, a field that examines the interconnectedness of societies at the local, regional, national and international levels through the study of culture. We will investigate the following primary questions: What is a national identity? What is globalization? What are the cultural processes by which these identities shift or mutate across time and space? How is national life (politics, economics, religion, etc.) represented to people both inside and outside the nation, whether in political rhetoric or through cultural production (film, novels, visual arts, theater, graphic novels, etc)? What is the function of language in the establishment of identity and power?
Course Attribute(s): Distribution Area: World Cultures
040749:1 |
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MLLC 155L - Great Books of East Asia: Classics of Love and War Formerly MDNLNG 155L 3 Credit(s) | Lecture | Course can be counted for credit once
Description: This class introduces students to some of the most famous works of literature in China, Japan, and Korea before 1900. The semester is divided into two parts: the first half examines poetry and fiction in which romances are centrally featured, and the second half looks at stories that present specific points of view about major wars, battles, and acts of violence. The course will provide a broad knowledge of premodern literature in East Asia, as well as of cultural and historical contexts that are relevant to the texts.
Course Attribute(s): Distribution Area: World Cultures | Diversity Area: International
040031:2 |
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MLLC 220L - Hades, Heaven, and Hell Formerly MDNLNG 220L 3 Credit(s) | Lecture | Course can be counted for credit once
Description: This interdisciplinary course first explores Hades from Ovid to Cocteau. It then moves to heaven and hell to examine the Christian symbolism of good and evil, angels and devils, sin and redemption in European literature, film, and the arts. HUMAN 220L and MLLC 220L are the same course.
Course Attribute(s): Distribution Area: Humanities
000458:2 |
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MLLC 235L - Europe at the Movies: a History of Postwar Cinema Formerly MDNLNG 235L 3 Credit(s) | Lecture | Course can be counted for credit once
Description: This course will investigate the most significant developments of film history int he major European countries after World War II. National cinemas of France, Italy, Germany, Scandinavia, and Eastern Europe will be studied in detail through weekly screenings of classic films by some of Europe’s most accomplished filmmakers. Films will be analyzed both in a broad socio-historical framework and in respect to authors’ specific styles. MLLC 235L and CINE 235L are the same course.
Course Attribute(s): Distribution Area: World Cultures
037594:1 |
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MLLC 255L - Pacting with the Devil: The Faust Tradition Formerly MDNLNG 255L 3 Credit(s) | Lecture | Course can be counted for credit once
Description: A reading and discussion course emphasizing critical interpretation of major texts in the Faust tradition from German folklore, Christopher Marlowe, J.W. von Goethe, Mikhail Bulgakov and others. Attention is given to the evolution of the legend and to other adaptations (in music and film) of Faustian material. HUMAN 255L and MLLC 255L are the same course.
Course Attribute(s): Distribution Area: World Cultures
000509:1 |
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MLLC 260 - Imagining the Modern Middle East Formerly MDNLNG 260 3 Credit(s) | Lecture | Course can be counted for credit once
Description: This course constitutes an interdisciplinary exploration of contemporary novels, picture books, graphic novels, and films that represent Middle Eastern people(s) and settings. It investigates identify formation and cultural construction, as well as politics and ideology in literature. The course examines how texts construct and perpetuate on often problematic version of cultural identify. Students will explore how unique histories, traditions, and politics are significant factors in reading and analyzing literature and will investigate how literature addressed to the western reader often perpetuates a stereotypical version of the Middle East that homogenizes its populations and fails to account for its complexity. The course can cover a variety of topics and genres including adolescent literature, comic books, the graphic novel, and contemporary fiction about the Middle East. Possible themes for the course include political socialization, religious ideology, indoctrination and dissidence across a range of literary and cultural texts.
Course Attribute(s): Distribution Area: World Cultures | Diversity Area: International
039208:1 |
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MLLC 265L - Icons of East Asia: Stereotypes, gender, and cultural history from geisha girls to martial masters Formerly MDNLNG 265L 3 Credit(s) | Lecture | Course can be counted for credit once
Description: The purpose of this class is to explore, critically and comparatively, various discourses about popular cultural icons of East Asia. We will focus on two specific well-known examples - women entertainers and male figures adapt at martial arts- with the following aims: 1) to focus on specific historical contexts, which suggest how and why these categories were formed and became important; 2) to understand how dynamic and motivated these seemingly unchanging and timeless icons actually are; and 3) to investigate how gendered identities are constructed and manipulated for particular goals. ASIAN 265L and MLLC 265L are the same course.
Course Attribute(s): Distribution Area: World Cultures | Diversity Area: International
037593:1 |
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MLLC 270 - Global Food Studies Formerly MDNLNG 270 3 Credit(s) | Lecture | Course can be counted for credit once
Description: This interdisciplinary course examines food cultures and traditions across the globe to explore how food has shaped human identities and societies throughout history.
Course Attribute(s): Distribution Area: World Cultures
040751:1 |
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MLLC 290 - Special Topics Formerly MDNLNG 290 3 - 6 Credit(s) | Lecture | Course can be counted for credit once
Description: This course offers study of selected topics within this subject. Course content and credits vary according to topic and are announced prior to the registration period.
022143:1 |
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MLLC 330L - Doppelganger: The Uncanny Double in World Literature and Film Formerly MDNLNG 330L 3 Credit(s) | Lecture | Course can be counted for credit once
Description: This course will examine the figure of the uncanny doppelganger in world literature and film as well as in psychoanalytic and film theory. For more than two centuries, the figure of the doppelganger has played a major role in folklore, fiction and popular culture. A doppelganger is a ghostly double of a living person and typically appears as his or her twin, shadow or mirror image, representing evil or misfortune. The motif of “self-as-other” fuses supernatural horror with a philosophical inquiry concerning personal identify and psychological investigation into the hidden depths of the human psyche.
Course Attribute(s): Distribution Area: Humanities
040677:1 |
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MLLC 350L - Green Germany: Environmental Thought and Policy 3 Credit(s) | Lecture | Graded or pass/fail Course can be counted for credit once
Description: This course will introduce students to German conceptions of nature and to the environmental debates and policies that have emerged from those ideas. Over the course of the last two centuries, environmental thought has had a major impact on German politics, history and culture. Comparing German perspectives and policies to those of other countries, this course will foster an understanding of the factors that have shaped German national identity, sustained the country’s environmental movement and elicited Germany’s current image as a world leader in environmental policy.
Course Attribute(s): Distribution Area: World Cultures
Enrollment Requirements: Prerequisite: ENGL 101 or permission of instructor
041389:2 |
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MLLC 366L - Re-made in Asia: Tellings and re-tellings from the Buddha to Godzilla Formerly MDNLNG 366L 3 Credit(s) | Lecture | Course can be counted for credit once
Description: What is a “remake”? Why are people interested in stories that are told and re-told, sometimes in many versions? This class explores narratives that travel across time and space in Asia, in order to find some answers to these questions. The purpose of this class is to consider how texts from the past are rendered relevant to concerns contemporary to the remakes. Students are expected to have taken at least one 200-level course related to Asia.
Course Attribute(s): Distribution Area: World Cultures | Diversity Area: International
Enrollment Requirements: Prerequisite: One 200-level course
038364:2 |
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MLLC 368 - Shanghai Formerly MDNLNG 368 3 Credit(s) | Lecture | Course can be counted for credit once
Description: This course is a multi-disciplinary introduction to one of the most vibrant and cosmopolitan cities of the early twentieth and twenty-first centuries: Shanghai. We begin in the early nineteenth century, when Shanghai rapidly developed into one of the largest ports in the world, investigate the formation of the foreign concessions and the rise of the city to dominance in the Chinese mediasphere at the turn of the twentieth century, consider the city’s changing fortunes during the early decades of the People’s Republic, and inquire into the sources and effects of its return to “world city” status at the turn of the twenty-first century.
035401:1 |
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MLLC 376L - Dystopian Science Fiction in World Cinema Formerly MDNLNG 376L 3 Credit(s) | Lecture | Course can be counted for credit once
Description: This course will investigate the most significant developments in the genre of science-fiction cinema in a wide geographic context. In particular the course will frame and analyze dystopian fictions, focusing on its origins, recent developments and interpretations. We will investigate, compare and contrast various dystopian texts through a number of different lenses (political, cultural, ethic) and in various means (written assignments, class discussions, online forum) in order to form informed opinions on the meaning, significance, and cultural usefulness of the concept of dystopia. In fact, while this genre offers gripping and often bleak depictions of futuristic or post-apocalyptic worlds, it can be viewed as a key element to analyze and understand contemporary fears and anxieties. MLLC 376L and CINE 376L are the same course.
Course Attribute(s): Distribution Area: World Cultures | Diversity Area: International
039765:1 |
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MLLC 378 - Independent Study Formerly MDNLNG 378 1 - 3 Credit(s) | Independent Study | Course can be counted for credit once
Description: Independent Study
Enrollment Requirements: Instructor consent
039979:1 |
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MLLC 379 - Independent Study Formerly MDNLNG 379 1 - 3 Credit(s) | Independent Study | Course can be counted for credit once
Description: Independent Study
Enrollment Requirements: Instructor consent
039980:1 |
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MLLC 390 - Special Topics Formerly MDNLNG 390 1 - 3 Credit(s) | Lecture | Course can be counted for credit once
Description: This course offers study of selected topics within this subject. Course content and credits vary according to topic and are announced prior to the registration period.
034789:1 |
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MLLC 478 - Readings and Research Formerly MDNLNG 478 1 - 3 Credit(s) | Lecture | Course can be counted for credit once
Description: Primarily for seniors with a GPA of at least 3.0 in their major who wish to pursue a research topic in depth, one ordinarily not available in standard course offerings. A written prospectus detailing the plan of study must be submitted to supervising instructor and department.
039981:1 |
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MLLC 479 - Readings and Research Formerly MDNLNG 479 1 - 3 Credit(s) | Lecture | Course can be counted for credit once
Description: Primarily for seniors with a GPS of at least 3.0 in their major who wish to pursue a research topic in depth, one ordinarily not available in standard course offerings. A written prospectus detailing the plan of study must be submitted to supervising instructor and department.
039982:1 |
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MLLC 480 - Internship in Modern Languages, Literatures and Cultures 3 Credit(s) | Practicum | Graded or pass/fail Course can be counted for credit once
Description: The internship in modern languages, literatures and cultures allows students to explore possible careers connected to a variety of industries. Internships take place within a wide range of fields that feature an applied use of skills and knowledge related to modern languages, literatures and cultures, including teaching, serving cultural institutions, translation and interpreting, serving arts management, marketing, and tourism. Internships can include experience such as working for a cultural center, a library, a consulate; working with literary and cultural festivals or the tourism industry to develop marketing materials, write reports, and plan events. The internship in modern languages, literatures and cultures affords students the opportunity to explore how the study of language and culture related to and prepares them for a range of careers within a varied industry.
040991:1 |
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MLLC 488L - The Idea of Asia Formerly MDNLNG 488L 3 Credit(s) | Lecture | Course can be counted for credit once
Description: This course examines the imagination of Asia from a variety of perspectives: historical, economic, religious, philosophical, literary, and artistic. It begin from the extreme social and cultural diversity of the continent as it is currently defined, and asks first, how the idea of a coherent Asia was constructed; and second, what effects this idea has had in both “Asian” and “European” history. This course fulfills the capstone requirement for the Asian Studies major. ASIAN 488L and MLLC 488L are the same course.
Course Attribute(s): Diversity Area: International
Enrollment Requirements: Prerequisites: ASIAN /HIST 115L and PHIL 297 and two 200-level ASIAN courses and a minimum of 90 credits
037070:2 |
Music |
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MUSIC 101 - University Chorus 1 Credit(s) | Lecture | Course can be counted for credit once
Description: The study and performance of choral music including but not limited to music for large choral ensembles composed from the medieval period through the current day. This course is intended for students with some previous musical experience. A placement audition to determine voice type may be required after enrollment, but all students will be accepted. This course may be repeated for credit.
000377:1 |
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MUSIC 102 - Chamber Singers 1 Credit(s) | Lecture | Course can be counted for credit once
Description: The study and performance of music for the small vocal ensemble. Repertoire ranges from Renaissance madrigals to contemporary music. Limited enrollment. This course may be repeated for credit.
Enrollment Requirements: Audition required
000376:1 |
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MUSIC 104 - Jazz Band 1 Credit(s) | Lecture | Course can be counted for credit once
Description: This course focuses on the analysis, improvisation, and performance of jazz. Students work in small ensembles. All performance levels are welcome to audition. This course may be repeated for credit.
000375:1 |
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