Data Analysis with MATLAB

2022.02.16 Gen Sasaki, MathWorks, Inc. See table of contents below. MATLAB 2021 is available on nanoHUB as the simulation tool and includes most toolboxes, Simulink®, and Simulink-based products. It can be found at: https://nanohub.org/tools/matlab2021a This video is part of nanoHUB's Hands-on Data Science and Machine Learning Training Series which can be found at: https://nanohub.org/groups/ml/handsontraining Do you find analyzing your data to be a painful process of cleansing and selecting data, running functions that don’t give you any indication of the output, and force you to keep repeating the same grinding process if you have to do it over again? Learn how MATLAB can be used to visualize and analyze data, perform numerical computations, and develop algorithms. Through live demonstrations and examples, you will see how MATLAB can help you become more effective in your coursework as well as in research. This session is targeted at students, faculty, and researchers who are new to MATLAB. However, experienced MATLAB users may also benefit from the session, as the MathWorks engineer will be covering some tips and tricks from the latest release of MATLAB. Highlights • Accessing data from many sources (files, other software, hardware, etc.) • Using interactive tools for iterative exploration, design, and problem-solving • Automating and capturing your work in easy-to-write scripts and programs • Sharing your results with others by automatically creating reports MATLAB 2021 is available on nanoHUB as the simulation tool MATLAB R2021a and includes most toolboxes, Simulink®, and Simulink-based products. Table of Contents: 00:00 Data Analysis with MATLAB 02:22 What we will accomplish today? 03:05 Gen Sasaki 03:07 Agenda 03:49 Let's say… 04:13 Fuel Economy Analysis 05:11 Core MathWorks Products 06:19 Math. Graphics. Programming. 07:00 Data Analysis Workflow 08:59 MATLAB 09:04 Demo on nanoHUB 23:52 Demo: Fuel Economy Analysis This presentation and related downloads can be found on nanoHUB at: https://nanohub.org/resources/35940