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.
- 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
Adam Filion (2020). Data Analytics with MATLAB Webinar Files (https://www.mathworks.com/matlabcentral/fileexchange/49063-data-analytics-with-matlab-webinar-files), MATLAB Central File Exchange. Retrieved .
some files from nyiso are missing
is "table2timetable" not available in Matlab2016a?
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
Thansk for webinar and files!
However, the unzip part (see below) in the DataAnalyticsScript doesn't work...
% Unzip files
!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)
Updated with current version of webinar files developed on R2017b.
Missing script and readme files added.