Research vs. Reality: Testing the System, Pulling It All Together

June 6, 2023
Heather Gorr, PhD, talks about machine-learning systems, explainability, and testing.

This Research vs. Reality series is in the Embedded Software section of our Series Library.

This next video (above) in this series with Heather Gorr, Ph.D, Senior Product Marketing Manager for MATLAB at MathWorks, on artificial-intelligence (AI) and machine-learning (ML) models, covers ML model explainability. In this video, we talk about why explainability is a "must-have" for production use of ML models. Heather addresses the challenges and implications associated with examples of ML applications as well. 

Also check out the Building AI Models for High-Frequency Streaming Data video series in our Embedded Software section of our Series Library.

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About the Author

William G. Wong | Senior Content Director - Electronic Design and Microwaves & RF

I am Editor of Electronic Design focusing on embedded, software, and systems. As Senior Content Director, I also manage Microwaves & RF and I work with a great team of editors to provide engineers, programmers, developers and technical managers with interesting and useful articles and videos on a regular basis. Check out our free newsletters to see the latest content.

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I earned a Bachelor of Electrical Engineering at the Georgia Institute of Technology and a Masters in Computer Science from Rutgers University. I still do a bit of programming using everything from C and C++ to Rust and Ada/SPARK. I do a bit of PHP programming for Drupal websites. I have posted a few Drupal modules.  

I still get a hand on software and electronic hardware. Some of this can be found on our Kit Close-Up video series. You can also see me on many of our TechXchange Talk videos. I am interested in a range of projects from robotics to artificial intelligence. 

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