📢 New release of the MLSys book is out! 📚 This open-source resource covers applied ML system principles for use in the classroom. This release includes updated chapters and a new chapter on robust AI, plus new slides, videos, and a teaching AI bot! 🔗 mlsysbook.ai 🌟 Help Us Reach 500, 750, or 1000 GitHub Stars! 🌟 @arduino and @seeedstudio have agreed to donate 1 #tinyML kit for every 25 stars we receive on GitHub, up to 1,000 stars. These kits will be used in developing countries to help teach AI course materials through the tinyML4D program, which we run with the support of the @TinymlF, ICTP and Harvard. So plz help us 🙏 Thanks to @songhan_mit (MIT), Yanjing Li (Univ. of Chicago), and Prof. Marcelo for their help. Song generously shared his Efficient AI course content to complement ours. Yanjing contributed her expertise on the Robust AI chapter and Prof. Marcelo shared his labs! I also want to acknowledge my students--@ColbyBanbury Elias Nuwara Shanzeh Batool, Ikechukwu Uchendu, Kai Kleinbard, Matthew Stewart--and all community members who spotted fixes & issued PRs over the past months. Thank you very much! 🙏 Note: This is a work in progress, and we will continue to fix things and evolve with advancements in the field. Feedback and contributions are welcome!

Very proud of this paper on #TinyML education! Great to have such diverse and prestigious authors in one single paper. Congrats! ojs.aaai.org/index.php/AAAI-… @mjrovai @ShawnHymel @TinymlF @pietrodalecco @AlessandroDevs @dcuartielles

.@seeedstudio's new Grove Vision AI Module Sensor is a thumb-sized, ultra-low-power ML camera board: bit.ly/3vXqt72