MathWorks-Teaching-Resources

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.

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.

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/Virtual-Controls-Laboratory

Virtual labs and mechanisms for studying controls.

MathWorks-Teaching-Resources/Numerical-Methods-with-Applications

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

MathWorks-Teaching-Resources/Fundamentals-of-Programming

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

MathWorks-Teaching-Resources/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.

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/Climate-Data-Visualization-and-Analysis

An introduction to importing, visualizing, and analyzing climate data in MATLAB.

MathWorks-Teaching-Resources/Transfer-Function-Analysis-of-Dynamic-Systems

Interactive courseware module that introduces transfer function analysis taught in system dynamics and controls courses.

MathWorks-Teaching-Resources/Thermodynamics

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

MathWorks-Teaching-Resources/Applied-Linear-Algebra

A collection of teaching scripts showing applications of linear algebra to chemistry, computer science, mechanical engineering, and more.

MathWorks-Teaching-Resources/Matrix-Methods-of-Linear-Algebra

Interactive courseware module that addresses fundamental matrix methods and linear systems taught in introductory linear algebra courses.

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/Fluid-Mechanics

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

MathWorks-Teaching-Resources/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.

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/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.

MathWorks-Teaching-Resources/Descriptive-Stats-and-Probability

Interactive courseware module that addresses common foundational-level concepts taught in statistics courses.

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/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.

MathWorks-Teaching-Resources/Numerical-Integration

Interactive courseware module that addresses the fundamentals of numerical integration taught in mathematics courses.

MathWorks-Teaching-Resources/Regression-Basics

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

MathWorks-Teaching-Resources/Vector-Arithmetic

Interactive courseware module that addresses the fundamentals of vectors taught in mathematics courses.

MathWorks-Teaching-Resources/Morphology-in-Image-Processing

Interactive courseware module that introduces the fundamental morphological operations used in image processing.

MathWorks-Teaching-Resources/Applied-PDEs

A collection of teaching scripts showing applications of partial differential equations to traffic modeling, battery thermal modeling, diffusion, and more.

MathWorks-Teaching-Resources/Fourier-Analysis_es

Aprende análisis de Fourier utilizando live scripts y aplicaciones.

MathWorks-Teaching-Resources/Matrix-Methods-of-Linear-Algebra_ko

이 모듈은 행렬 연산, 선형 시스템, 행렬식, 고유값 및 고유 벡터, 대각화와 같은 주제를 다룹니다. 또한 행렬 방법을 사용하여 회색조 이미지를 수정하고, 선형 회로를 분석하고, 진동을 이해하고, 마르코프 체인을 이해하는 예도 포함되어 있습니다.

MathWorks-Teaching-Resources/Battery-Systems

MathWorks-Teaching-Resources/Calculus-Derivatives_es

Este módulo curricular contiene live scripts de MATLAB® que enseñan conceptos fundamentales y terminología básica relacionados con el cálculo derivativo.

MathWorks-Teaching-Resources/Calculus-Integrals_es

Este módulo curricular contiene Aplicación Tarjetas didácticas de cálculo interactivos que enseñan conceptos fundamentales y terminología básica relacionados con el cálculo integral.

MathWorks-Teaching-Resources/Power-Electronics

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

MathWorks-Teaching-Resources/Power-Iteration

Numerical linear algebra script to introduce power iteration