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Data Analytics with MATLAB Webinar Files

version 1.3.0.0 (15.7 MB) by Adam Filion
Demo Files from Data Analytics with MATLAB Webinar

22 Downloads

Updated 27 Jun 2018

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Demo files for the historical data analysis from Data Analytics with MATLAB Webinar found at: http://www.mathworks.com/videos/data-analytics-with-matlab-99066.html
Using Data Analytics to turn large volumes of complex data into actionable information can help you improve engineering design and decision-making processes. However, developing effective analytics and integrating them into business systems can be challenging. In this webinar you will learn approaches and techniques available in MATLAB to tackle these challenges.
Highlights include:
- Accessing, exploring, and analyzing data stored in files, the web, and data warehouses
- Techniques for cleaning, exploring, visualizing, and combining complex multivariate data sets
- Prototyping, testing, and refining predictive models using machine learning methods
- Integrating and running analytics within enterprise business systems and interactive web applications

Who Should Attend:

- Engineers, analysts, and data scientists interested in developing analytics
- Managers interested in using data analytics to improve design and design-making
- IT managers and systems engineers interested in integrating analytics into business systems

Current version of the demo files were developed on R2017b. The 'required products' are the minimum to run the main DataAnalyticsScript shown in the webinar. Parallel Computing Toolbox will accelerate execution of the script but is not required to run it.

Also included with the files are eight additional scripts which show the workflow in greater detail. Script9 also shows an extension of the analysis past what is shown in the webinar. Additional product requirements for the scripts not shown in the webinar:
Script6_WeatherCleaning requires Mapping Toolbox
Script8_ModelDevelopment requires Neural Network Toolbox
Script9_UnitCommitment requires Optimization Toolbox

Comments and Ratings (10)

some files from nyiso are missing

zolteckx6

is "table2timetable" not available in Matlab2016a?

Helen LIU

Could you please update the file version to 2017 ones? Thank you!

Is really nice example, very useful. Could we get an update of the files as it is presented in the webinar 2017?
The one with livescript and timetables and tall tables.

A nice quick primer

Ali A

Ali A

TingTing

Thansk for webinar and files!

However, the unzip part (see below) in the DataAnalyticsScript doesn't work...

% Unzip files
mkdir('Data\Sample\HistLoad')
!unzip Data\Sample\HistLoad*.zip -d Data\Sample\HistLoad

The unzip part (see below) in Script1 also doesn't work for me...

I am using 2014b... wonder why...

for kk = 1:length(dates)
unzip([ziploc,'HistLoad',datestr(dates(kk),'yyyymmdd'),'.zip'],fileloc)
end

Very helpful

Updates

1.3.0.0

Updated with current version of webinar files developed on R2017b.

1.2.0.1

Updated license

1.2.0.0

Missing script and readme files added.

MATLAB Release Compatibility
Created with R2017b
Compatible with any release
Platform Compatibility
Windows macOS Linux

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