Resources for TinyML

Fried_out_Kombi@lemmy.worldM to

Tiny Machine Learning@lemmy.worldEnglish · 1 year ago

Tiny Machine Learning at UPenn <-- free lecture series available on youtube
TinyML Organization <-- official TinyML organization, has links to upcoming webinars, events, etc.
AI at the Edge <-- excellent book on TinyML
TinyML Youtube <-- has a bunch of recorded past webinars by the TinyML organization
TinyML Professional Certificate <-- series of 3 online courses (free to audit, paid to get the certificate) on fundamentals of, applications for, and deployment of TinyML

Feel free to suggest more resources!

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Unofficial community for discussions, projects, and news related to TinyML.

Tiny machine learning is broadly defined as a fast growing field of machine learning technologies and applications including hardware (dedicated integrated circuits), algorithms and software capable of performing on-device sensor (vision, audio, IMU, biomedical, etc.) data analytics at extremely low power, typically in the mW range and below, and hence enabling a variety of always-on use-cases and targeting battery operated devices.

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