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Pain Points and Pull Requests Pain Points and Pull Requests
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Fatimah Areola and Carla Leal are your hosts for Pain Points and Pull Requests, a podcast covering their journey through the tech industry. Fatimah, an aspiring product manager and Carla, an aspiring machine learning engineer, have enjoyed countless hours discussing emerging technologies, management trends and business strategies. On day they said, "why don't we record this?" Join them in making sense of the fastest growing industries today.
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Episode 28: Tiny ML
In this episode of Pain Points and Pull Requests, Carla and Fatimah discuss TinyML. TinyML refers to the optimizing of machine learning models in order to reduce their size to kilobytes and run them on tiny devices. Join Fatimah and Carla for a short discussion on some of the core concepts of TinyML and one of the projects they’ve recently tried out.
Time stamps
1:00 Why we’re interested in TinyML
2:20 An intro to TinyML
4:05 How TinyML works
6:51 A discussion on our first TinyML project
11:09 What is Arduino
11:50 The benefits of TinyML
13:32 Applications of TinyML
Resources
TinyML book
https://www.oreilly.com/library/view/tinyml/9781492052036/
Pete Warden’s blog
https://petewarden.com/
TinyML examples
https://github.com/tensorflow/examples/tree/master/lite/examples