MathWorks Teaching Resources
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Battery-Systems
PublicPower-Electronics
PublicThis curriculum module contains interactive examples that teach fundamental concepts of power electronics.Applied-PDEs
PublicA collection of teaching scripts showing applications of partial differential equations to traffic modeling, battery thermal modeling, diffusion, and more.Fluid-Mechanics
PublicInteractive courseware that introduces foundational-level concepts as taught in introductory courses in fluid mechanics.- Interactive courseware module that introduces typical workflow, setup, and considerations involved in solving regression problems with machine learning.
Applied-Linear-Algebra
PublicA collection of teaching scripts showing applications of linear algebra to chemistry, computer science, mechanical engineering, and more.- Interactive module that introduces fundamentals of derivatives including the product and chain rule as presented in Calculus I courses
Calculus-Derivatives_es
PublicEste módulo curricular contiene live scripts de MATLAB® que enseñan conceptos fundamentales y terminología básica relacionados con el cálculo derivativo.Calculus-Integrals_es
PublicEste módulo curricular contiene Aplicación Tarjetas didácticas de cálculo interactivos que enseñan conceptos fundamentales y terminología básica relacionados con el cálculo integral.- An introduction to importing, visualizing, and analyzing climate data in MATLAB.
- Interactive courseware module that addresses common foundational-level concepts taught in statistics courses.
Fourier-Analysis_es
PublicAprende análisis de Fourier utilizando live scripts y aplicaciones.Probability-Theory
PublicA 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
PublicInteractive courseware module that addresses the fundamentals of regression analysis taught in STEM courses.- An overview of programming concepts including arrays, strings, loops, and algorithms with a project.
- 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.
- Interactive courseware module that addresses fundamental matrix methods and linear systems taught in introductory linear algebra courses.
Numerical-Integration
PublicInteractive courseware module that addresses the fundamentals of numerical integration taught in mathematics courses.- Teach numerical methods for interpolation, differentiation, integration, and solving ODEs and PDEs with MATLAB.
- These live scripts focus on concepts and practices related to working with data: textual data types, numerical data types, data storage, and memory.
- 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.
- 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.
Thermodynamics
PublicThis curriculum module contains interactive examples that teach fundamental concepts and basic terminology related to thermodynamics with an emphasis on Mechanical Engineering applications.Vector-Arithmetic
PublicInteractive courseware module that addresses the fundamentals of vectors taught in mathematics courses.- Interactive courseware module that introduces the fundamental morphological operations used in image processing.
- Virtual labs and mechanisms for studying controls.
- Interactive courseware module that introduces transfer function analysis taught in system dynamics and controls courses.
- Interactive courseware module that addresses the theory behind multiple clustering methods and how to apply them to real data sets.
Robotic-Manipulators
PublicThis curriculum module contains interactive examples that teach fundamental concepts of robotic manipulators.