MathWorks Teaching Resources
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- Interactive courseware module that introduces typical workflow, setup, and considerations involved in solving regression problems with machine learning.
- Interactive courseware enhancing the learning of electricity and magnetism, focusing on capacitors and DC motors with examples and visuals.
Regression-Basics
PublicInteractive courseware module that addresses the fundamentals of regression analysis taught in STEM 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.awesome-matlab-students
PublicAir-Track-Collisions-Lab
PublicInteractive courseware module that addresses one-dimensional collisions using a virtual air track model.Applied-ODEs
PublicThis is modular courseware, covering topics standard to an introductory course in differential equations.Fluid-Mechanics
PublicInteractive courseware that introduces foundational-level concepts as taught in introductory courses in fluid mechanics.Power-Electronics
PublicThis curriculum module contains interactive examples that teach fundamental concepts of power electronics.- 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.
Power-Iteration
PublicBattery-Systems
PublicApplied-PDEs
PublicA collection of teaching scripts showing applications of partial differential equations to traffic modeling, battery thermal modeling, diffusion, and more.Applied-Linear-Algebra
PublicA collection of teaching scripts showing applications of linear algebra to chemistry, computer science, mechanical engineering, and more.Calculus-Derivatives
PublicInteractive module that introduces fundamentals of derivatives including the product and chain rule as presented in Calculus I coursesCalculus-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.- An overview of programming concepts including arrays, strings, loops, and algorithms with a project.
- 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.