MathWorks Teaching Resources's repositories
Virtual-Controls-Laboratory
Virtual labs and mechanisms for studying controls.
Machine-Learning-for-Regression
Interactive courseware module that introduces typical workflow, setup, and considerations involved in solving regression problems with machine learning.
Fundamentals-of-Programming
An overview of programming concepts including arrays, strings, loops, and algorithms with a project.
Mass-Spring-Damper-Systems
Interactive courseware module that addresses the fundamentals of mass-spring-damper systems taught in mechanical engineering courses.
Programming-A-Starter-Project-Using-MATLAB-and-Python
A scaffolded project involving pulling and installing a Live Task and using MATLAB and Python in combination to access and analyze data from the OpenWeather web API.
Climate-Data-Visualization-and-Analysis
An introduction to importing, visualizing, and analyzing climate data in MATLAB.
Transfer-Function-Analysis-of-Dynamic-Systems
Interactive courseware module that introduces transfer function analysis taught in system dynamics and controls courses.
DC-Circuit-Analysis
Virtual labs for DC circuit analysis.
Matrix-Methods-of-Linear-Algebra
Interactive courseware module that addresses fundamental matrix methods and linear systems taught in introductory linear algebra courses.
Fluid-Mechanics
Interactive courseware that introduces foundational-level concepts as taught in introductory courses in fluid mechanics.
Applied-Linear-Algebra
A collection of teaching scripts showing applications of linear algebra to chemistry, computer science, mechanical engineering, and more.
Calculus-Derivatives
Interactive module that introduces fundamentals of derivatives including the product and chain rule as presented in Calculus I courses
Thermodynamics
This curriculum module contains interactive examples that teach fundamental concepts and basic terminology related to thermodynamics with an emphasis on Mechanical Engineering applications.
Calculus-Integrals
Interactive examples using MATLAB to visualize and practice integral calculus including substitution, integration by parts, and the fundamental theorem of calculus
Convolution-Digital-Signal-Processing
Interactive courseware module that addresses common foundational-level concepts taught in signal processing courses.
Programming-Structuring-Code
This curriculum module contains interactive live scripts that teach fundamental concepts and basic terminology related to programming computers. This module focuses on organizing code into functions, and describing, debugging, and sharing code.
Robotic-Manipulators
This curriculum module contains interactive examples that teach fundamental concepts of robotic manipulators.
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 .
Beam-Bending-and-Deflection
Learn how to solve beam problems using the Symbolic Math Toolbox™.
Programming-Organizing-Data
These live scripts focus on concepts and practices related to working with data: textual data types, numerical data types, data storage, and memory.
Qualitative-Analysis-of-ODEs
Interactive courseware module that addresses the qualitative analysis of ordinary differential equations taught in mathematics courses.
Descriptive-Stats-and-Probability
Interactive courseware module that addresses common foundational-level concepts taught in statistics courses.
Probability-Theory
A courseware module that covers the fundamental concepts in probability theory and their implications in data science. Topics include probability, random variables, and Bayes' Theorem.
Regression-Basics
Interactive courseware module that addresses the fundamentals of regression analysis taught in STEM courses.
Morphology-in-Image-Processing
Interactive courseware module that introduces the fundamental morphological operations used in image processing.
Vector-Arithmetic
Interactive courseware module that addresses the fundamentals of vectors taught in mathematics courses.
Machine-Learning-Methods-Clustering
Interactive courseware module that addresses the theory behind multiple clustering methods and how to apply them to real data sets.
Treasure-Hunt
This modular courseware teaches students basic programming concepts through game development. These concepts include variables, matrices, conditional statements, and functions.
Air-Track-Collisions-Lab
Interactive courseware module that addresses one-dimensional collisions using a virtual air track model.
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.