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Public Clouds Use MATLAB on virtual machines in public cloud environments like Amazon Web Services (AWS) and Microsoft Azure. These vendors provide access to on-demand computing resources. They also offer wide-ranging, prebuilt services for data storage, data streaming, elastic scaling, load balancing, security, and more. If you are not a cloud expert, or if you want a head start, use a MathWorks published reference architecture. Templates in these reference architectures automatically create and configure the cloud infrastructure for running MATLAB. You can also adapt or extend the reference architectures to better meet your specific needs.
Engineers working toward an optimized design must develop their software and physical system together. MathWorks physical modeling tools bring accuracy and efficiency to this effort by enabling you to: Assemble system-level models that span multiple physical domains and include the control system in a single environment Create reusable models of your physical system with physical ports, in addition to input and output **s Model custom physical components (mechanical, electrical, and other physical domains) using a MATLAB based physical modeling language Extend your analysis with 3D visualization and additional simulation methods You can convert the models of your physical system to C code and deploy the code to other environments for tasks such as hardware-in-the-loop (HIL) testing. These models support all phases of Model-Based Design.
MATLAB在数据科学中的应用: Explore data; build machine learning models; do predictive analytics MATLAB® makes data science easy with tools to access and preprocess data, build machine learning and predictive models, and deploy models to enterprise IT systems. Access data stored in flat files, databases, data historians, and cloud storage,
MATLAB 精通数学 基于矩阵的 MATLAB 语言是世界上自然的计算数学表示方法。MATLAB 中的线性代数就像教科书中的线性代数一样。这样可以简单直接地捕获您想 法背后的数学概念,意味着您的代码更容易编写、阅读和理解,而且更容易维护。 您可以信任您的计算结果。MATLAB 深根于数值分析研究社区,因其无可挑剔的数值运算而广为人知。由 350 名组成的 MathWorks 团队每天都对 MATLAB 代码库运行数百万次的测试,不断验证其质量。 MATLAB 执行艰苦工作,确保您的代码快速运行。数算分布到您的计算机上的多个内核中,库调用经过高度优化,所有代码均即时编译。
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