MathWorks Teaching Resources

Computational-Fluid-Dynamics

This curriculum module introduces foundational concepts for solving the Navier-Stokes equations, including methods for interface advection and fluid-structure-interaction.

Fluid-Mechanics

Interactive courseware that introduces foundational-level concepts as taught in introductory courses in fluid mechanics.

Fourier-Analysis

Learn Fourier analysis using live scripts and apps.

Fundamentals-of-Programming

An overview of programming concepts including arrays, strings, loops, and algorithms with a project.

Kalman-filter-virtual-lab

Virtual lab to study Kalman filter design with interactive exercises

Numerical-Methods-with-Applications

Teach numerical methods for interpolation, differentiation, integration, and solving ODEs and PDEs with MATLAB.

Phase-Plane-and-Slope-Field

Apps for qualitative ODE analysis.

Robotic-Manipulators

This curriculum module contains interactive examples that teach fundamental concepts of robotic manipulators.

Thermodynamics

This curriculum module contains interactive examples that teach fundamental concepts and basic terminology related to thermodynamics with an emphasis on Mechanical Engineering applications.

Virtual-Controls-Laboratory

Virtual labs and mechanisms for studying controls.

MathWorks-Teaching-Resources/Computational-Fluid-Dynamics

This curriculum module introduces foundational concepts for solving the Navier-Stokes equations, including methods for interface advection and fluid-structure-interaction.

MathWorks-Teaching-Resources/Robotic-Manipulators

This curriculum module contains interactive examples that teach fundamental concepts of robotic manipulators.

MathWorks-Teaching-Resources/DC-Circuit-Analysis

Virtual labs for DC circuit analysis.

MathWorks-Teaching-Resources/Fluid-Mechanics

Interactive courseware that introduces foundational-level concepts as taught in introductory courses in fluid mechanics.

MathWorks-Teaching-Resources/Machine-Learning-for-Regression

Interactive courseware module that introduces typical workflow, setup, and considerations involved in solving regression problems with machine learning.

MathWorks-Teaching-Resources/Courseware-on-Finite-Element-Methods

MathWorks-Teaching-Resources/Calculus-Derivatives

Interactive module that introduces fundamentals of derivatives including the product and chain rule as presented in Calculus I courses

MathWorks-Teaching-Resources/Density-Functional-Theory

Fundamentals and Applications of Density Functional Theory with Interactive Live Scripts and Intuitive Codes

MathWorks-Teaching-Resources/awesome-matlab-students

A list of helpful resources for students learning MATLAB & Simulink. List includes tips & tricks, tutorials, videos, cheat sheets, and opportunities to learn MATLAB & Simulink .

MathWorks-Teaching-Resources/examples-in-heat-transfer

Examples of using MATLAB, Symbolic Math Toolbox, Partial Differential Equation Toolbox, and Simscape Fluids for solving canonical problems in Heat Transfer

MathWorks-Teaching-Resources/Engineering-Problem-Solving

This curriculum module contains interactive examples that emphasize the general approach and methodologies of problem-solving within the field of engineering. The fundamental concepts of systems thinking/engineering will be used as the basis to solve problems.

MathWorks-Teaching-Resources/Intro-To-Engineering

This curriculum module contains interactive MATLAB® live scripts introducing fundamental concepts of modern engineering using Arduino Hardware. The whole module is designed to explore these concepts using hardware using Arduino. You will explore the signals, data analysis, sensing, control, and Internet of Things (IoT).

MathWorks-Teaching-Resources/Brain-MRI-Age-Classification-using-Deep-Learning

MathWorks-Teaching-Resources/Machine-Learning-Methods-Clustering

Interactive courseware module that addresses the theory behind multiple clustering methods and how to apply them to real data sets.

MathWorks-Teaching-Resources/Regression-Basics

Interactive courseware module that addresses the fundamentals of regression analysis taught in STEM courses.

MathWorks-Teaching-Resources/Air-Track-Collisions-Lab

Interactive courseware module that addresses one-dimensional collisions using a virtual air track model.

MathWorks-Teaching-Resources/Biosciences-Image-Processing

This is an interactive courseware module for use in introductory biology classrooms. This module teaches the basics of image processing using biological images including an image of plants and images of blood smears as viewed under a microscope. It includes several live scripts.

MathWorks-Teaching-Resources/Biosciences-Genetics

This is an interactive courseware module for use in introductory biology classrooms. This module teaches the basics of genetics using biological real datasets. It includes several live scripts.

MathWorks-Teaching-Resources/Biosciences-Machine-Learning

This is an interactive courseware module for use in introductory biology classrooms. This is a module that teaches students basic machine learning algorithms and how to apply them to biological datasets. It includes several live scripts.

MathWorks-Teaching-Resources/Biosciences-Statistical-Methods

This is an interactive courseware module for use in introductory biology classrooms. This module teaches the basics of statistics using a biological dataset. It includes a number of live scripts.​

MathWorks-Teaching-Resources/Computer-Vision-Basics

This curriculum module provides an introduction to image segmentation in computer vision.

MathWorks-Teaching-Resources/Biosciences-Working-With-Data

A collection of teaching scripts on loading, cleaning, and plotting data.

MathWorks-Teaching-Resources/Electricity-Magnetism

Interactive courseware enhancing the learning of electricity and magnetism, focusing on capacitors and DC motors with examples and visuals.

MathWorks-Teaching-Resources/Multivariable-Space-and-Functions

A collection of teaching scripts on multivariable space, including coordinate systems.

MathWorks-Teaching-Resources/Power-Electronics

This curriculum module contains interactive examples that teach fundamental concepts of power electronics.

MathWorks-Teaching-Resources/Taller-para-Educadores-de-MATLAB

Una colección de archivos que sirven como plantillas para que los asistentes al taller creen actividades didácticas.

MathWorks-Teaching-Resources/Virtual-Measurement-of-the-Electron-Charge-To-Mass-Ratio-Lab

Interactive courseware module that addresses J.J. Thomson’s landmark experiment to measure the charge-to-mass ratio of the electron, e/m.

MathWorks-Teaching-Resources/Applied-ODEs

This is modular courseware, covering topics standard to an introductory course in differential equations.

MathWorks-Teaching-Resources/MATLAB-Educator-Workshop-Templates

A collection of files to serve as templates for creating teaching activities by workshop attendees.

MathWorks-Teaching-Resources/Multivariable-Integrals

A collection of teaching scripts addressing standard integral topics in multivariable calculus.