Chris and Elecia chat about books, courses, alternate podcasts, electronics, statistics, kidnapping Roo, and journaling failures.  The Embedded Patreon book club is reading Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control by Steven L. Brunton, J. Nathan Kutz. PDF book and links to lectures are at <a href= "https://databookuw.com/">databookuw.com</a>. Some recent links of interest: <ul data-rte-list="default"> <li> <a href= "https://en.wikipedia.org/wiki/Datasaurus_dozen">Datasaurus dozen</a>: a collection of different small data sets that have the same summary statistics. You can <a href= "https://www.research.autodesk.com/publications/same-stats-different-graphs/"> see all the graphs here</a>. From <a href= "https://www.amazon.com/Humble-Pi-Comedy-Maths-Errors/dp/0241360196"> Humble Pi: A Comedy of Maths Errors</a>.  </li> <li> The <a href= "https://www.youtube.com/watch?v=hCQCP-5g5bo">I Saved a PNG Image To A Bird</a> YouTube video was really neat, which led to <a href= "https://www.openacousticdevices.info/audiomoth">AudioMoth ultrasonic recorders</a> as well as making a $40 bird identifier with an RPi and some software (<a href= "https://www.birdweather.com/birdnetpi">BirdNET-Pi</a>).  </li> </ul> Chris is taking a course from Dogbotic. See <a href= "https://dogbotic.com/workshops">their workshop list</a>. We interviewed Kirk Pearson from Dogbotic on <a href= "https://chris-white-0gal.squarespace.com/episodes/491">Episode 491</a>. <a href= "https://embedded.fm/transcripts/507">Transcript</a> <a href="https://Mouser.com/empowering-innovation" target="_blank" rel="noopener"></a> Mouser Electronics has a dedicated Empowering Innovation Together hub that covers the latest breakthroughs in tech. Their new series explores how AI is reshaping engineering—from design automation to rapid prototyping and predictive maintenance. You’ll find insightful articles, podcasts, and videos that showcase real-world applications across industries. If you’re ready to see how AI is powering the next generation of engineering, head over to <a href= "http://mouser.com/empowering-innovation">Mouser.com/empowering-innovation</a>.

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