MathWorks Teaching Resources's repositories
Computational-Fluid-Dynamics
This curriculum module introduces foundational concepts for solving the Navier-Stokes equations, including methods for interface advection and fluid-structure-interaction.
Climate-Data-Visualization-and-Analysis
An introduction to importing, visualizing, and analyzing climate data in MATLAB.
Machine-Learning-for-Regression
Interactive courseware module that introduces typical workflow, setup, and considerations involved in solving regression problems with machine learning.
Applied-Linear-Algebra
A collection of teaching scripts showing applications of linear algebra to chemistry, computer science, mechanical engineering, and more.
Fluid-Mechanics
Interactive courseware that introduces foundational-level concepts as taught in introductory courses in fluid mechanics.
Calculus-Derivatives
Interactive module that introduces fundamentals of derivatives including the product and chain rule as presented in Calculus I courses
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 .
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
Descriptive-Stats-and-Probability
Interactive courseware module that addresses common foundational-level concepts taught in statistics 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.
Applied-PDEs
A collection of teaching scripts showing applications of partial differential equations to traffic modeling, battery thermal modeling, diffusion, and more.
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).
Regression-Basics
Interactive courseware module that addresses the fundamentals of regression analysis taught in STEM courses.
Air-Track-Collisions-Lab
Interactive courseware module that addresses one-dimensional collisions using a virtual air track model.
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.
Fourier-Analysis_es
Aprende análisis de Fourier utilizando live scripts y aplicaciones.
Introductory-Aerodynamics-Fixed-Wing-Resources
This project contains several resources for instructors of an introductory aerodynamics course, with application to design of fixed-wing aircraft.
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.
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.
Applied-ODEs
This is modular courseware, covering topics standard to an introductory course in differential equations.
Calculus-Derivatives_es
Este módulo curricular contiene live scripts de MATLAB® que enseñan conceptos fundamentales y terminología básica relacionados con el cálculo derivativo.
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.
Computer-Vision-Basics
This curriculum module provides an introduction to image segmentation in computer vision.
Electricity-Magnetism
Interactive courseware enhancing the learning of electricity and magnetism, focusing on capacitors and DC motors with examples and visuals.
Multivariable-Space-and-Functions
A collection of teaching scripts on multivariable space, including coordinate systems.
Power-Electronics
This curriculum module contains interactive examples that teach fundamental concepts of power electronics.
Power-Iteration
Numerical linear algebra script to introduce power iteration