Skip to content

Part 3 · Course

MA103 DATA-DRIVEN MODELING

Mathematical Sciences · 7 versions

Offerings are listed from 2027-1 Fall through 2031-1 Fall.

MA103 DATA-DRIVEN MODELING

  • 4.5 credit hours
  • (BS=0.0, ET=0.0, MA=4.5)
  • Version 2026-2
  • In effect
Scope
This course presents fundamental concepts in data-driven decision-making, using mathematical models to solve real-world, interdisciplinary problems. Students gain experience transforming ill-defined and complex problems into appropriate mathematical models by identifying reasonable and necessary assumptions. The course emphasizes proper interpretation of findings and effective communication of technical concepts to general audiences. The course exercises a wide array of mathematical concepts while nurturing creativity and critical thinking. Specific topics may include data analytics, classification, optimization, matrices, vectors, and continuous/discrete functions. Students use technology to visualize problems, explore potential solutions, and perform time-consuming calculations.
Lessons
56 @ 55 min (4.000 Att/wk)
Labs
8 @ 55 min
Special requirements
None
Disqualifiers
MA153
MA103 version 2026-2 offerings
Term Sections Section size Capacity Enrolled Wait list Seats Closed Details
2027-1 Fall 61 17 1037 1008 0 29 No Hours for 2027-1 Fall
2027-2 Spring 2 18 36 0 0 36 No Hours for 2027-2 Spring
2028-1 Fall 61 18 1098 0 0 1098 No Hours for 2028-1 Fall
2028-2 Spring 2 18 36 0 0 36 No Hours for 2028-2 Spring
2029-1 Fall 61 18 1098 0 0 1098 No Hours for 2029-1 Fall
2029-2 Spring 2 18 36 0 0 36 No Hours for 2029-2 Spring
2030-1 Fall 61 18 1098 0 0 1098 No Hours for 2030-1 Fall
2030-2 Spring 2 18 36 0 0 36 No Hours for 2030-2 Spring

MA103 MATH MODELING/INTRO CALCULUS

  • 4.5 credit hours
  • (BS=0.0, ET=0.0, MA=4.5)
  • Version 2026-1
  • Archived
Scope
This course presents fundamental concepts in data-driven decision-making, using mathematical models to solve real-world, interdisciplinary problems. Students gain experience transforming ill-defined and complex problems into appropriate mathematical models by identifying reasonable and necessary assumptions. The course emphasizes proper interpretation of findings and effective communication of technical concepts to general audiences. The course exercises a wide array of mathematical concepts while nurturing creativity and critical thinking. Specific topics may include data analytics, classification, optimization, matrices, vectors, and continuous/discrete functions. Students use technology to visualize problems, explore potential solutions, and perform time-consuming calculations.
Lessons
56 @ 55 min (4.000 Att/wk)
Labs
8 @ 55 min
Special requirements
None
Disqualifiers
MA153

MA103 MATH MODELING/INTRO CALCULUS

  • 4.5 credit hours
  • (BS=0.0, ET=0.0, MA=4.5)
  • Version 2016-1
  • Archived
Scope
MA103 is the first course of the mathematics core curriculum. It emphasizes applied mathematics through modeling. Students develop effective strategies to solve complex and often ill-defined problems. The course exercises a wide array of mathematical concepts while nurturing creativity, critical thinking, and learning through activities performed in disciplinary and interdisciplinary settings. The course introduces calculus using continuous and discrete mathematics while analyzing dynamic change in applied problems. Students employ a variety of technological tools to enhance the ability to visualize concepts, to explore ideas through experimentation and iteration, to complete complex and time-consuming computations, and to develop numerical, graphical, and analytical solutions that enhance understanding.
Lessons
56 @ 55 min (4.000 Att/wk)
Labs
8 @ 55 min
Special requirements
None
Disqualifiers
MA153

MA103 MATH MODELING/INTRO CALCULUS

  • 4.0 credit hours
  • (BS=0.0, ET=0.0, MA=4.0)
  • Version 2013-1
  • Archived
Scope
MA103 is the first course of the mathematics core curriculum, and it emphasizes applied mathematics through modeling - using effective problem solving strategies and modeling theory to solve complex and often ill-defined problems. The course exercises mathematical concepts while nurturing creativity, critical thinking, and learning through activities performed in disciplinary, interdisciplinary, and multidisciplinary settings. Special emphasis is placed on introducing calculus using continuous and discrete mathematics through applied settings. The course exploits a variety of technological tools to develop numerical, graphical, and analytical solutions that enhance understanding.
Lessons
56 @ 55 min (4.000 Att/wk)
Labs
8 @ 55 min
Special requirements
None
Disqualifiers
MA153

MA103 MATH MODELING/INTRO CALCULUS

  • 4.0 credit hours
  • (BS=0.0, ET=0.0, MA=0.0)
  • Version 2005-2
  • Archived
Scope
MA103 is the first course of the mathematics core curriculum, and it emphasizes applied mathematics through modeling - using effective problem solving strategies and modeling theory to solve complex and often ill-defined problems. The course exercises mathematical concepts while nurturing creativity, critical thinking, and learning through activities performed in disciplinary, interdisciplinary, and multidisciplinary settings. Special emphasis is placed on introducing calculus using continuous and discrete mathematics through applied settings. The course exploits a variety of technological tools to develop numerical, graphical, and analytical solutions that enhance understanding.
Lessons
56 @ 55 min (4.000 Att/wk)
Labs
8 @ 55 min
Special requirements
None
Disqualifiers
MA153

MA103 DISCRETE DYN SYS/INTRO CALC

  • 4.0 credit hours
  • (BS=0.0, ET=0.0, MA=0.0)
  • Version 2000-1
  • Archived
Scope
This course is the first of the mathematics core curriculum. The emphasis is on mathematical modeling using difference equations in the form of discrete dynamical systems. Modeling motivates the study of solution techniques for these equations which in turn supports the eventual study of the calculus. Concepts and techniques are discussed for first- and higher-order linear and nonlinear equations. MA103 also provides an introduction to elementary matrix methods to solve systems of linear equations and systems of linear discrete dynamical systems. Additionally, the course introduces differential calculus to include definition of the derivative, basic differential rules, and graphical analysis of functions and their derivatives. The course integrates computers and handheld calculators to develop numerical and graphical representations of solutions for analysis of the long-term behavior of linear and nonlinear systems, as well to support the analytical solution of these systems.
Lessons
56 @ 55 min (4.000 Att/wk)
Labs
8 @ 55 min
Special requirements
None
Disqualifiers
one of

MA103 DISCRETE DYN SYS/INTRO CALC

  • 4.0 credit hours
  • (BS=0.0, ET=0.0, MA=0.0)
  • Version 1992-1
  • Archived
Scope
This course is the first of the mathematics core curriculum. The emphasis is on mathematical modeling using difference equations in the form of discrete dynamical systems. Modeling motivates the study of solution techniques for these equations which in turn supports the eventual study of the calculus. Concepts and techniques are discussed for first- and higher-order linear and nonlinear equations. MA103 also provides an introduction to elementary matrix methods to solve systems of linear equations and systems of linear discrete dynamical systems. Additionally, the course introduces differential calculus to include definition of the derivative, basic differential rules, and graphical analysis of functions and their derivatives. The course integrates computers and handheld calculators to develop numerical and graphical representations of solutions for analysis of the long-term behavior of linear and nonlinear systems, as well to support the analytical solution of these systems.
Lessons
56 @ 55 min (4.000 Att/wk)
Labs
8 @ 55 min
Special requirements
None
Disqualifiers
MA101