📢 Exciting News! The new release of the MLSys book is here! 📚
🌟 Help Us Reach 500, 750, or 1000 GitHub Stars! 🌟 Arduino and Seeed Studio will each donate one (tinyML) hardware kit for every 25 stars we receive on GitHub, up to 1,000 stars. These kits will help teach embedded AI course materials in developing countries through our #tinyml4D and #tinyMLEdu outreach programs, supported by the tinyML Foundation, Abdus Salam International Centre for Theoretical Physics (ICTP), and Harvard University.
🔗 Check out the book here: https://mlsysbook.ai
🤝 GitHub 🌟 : https://lnkd.in/etHT_kNi
Thank you to everyone who has provided feedback and incorporated the book into their classrooms. Special kudos to the open-source community for helping improve the material. The latest release includes:
🚀 Updated & expanded chapters, including a new robust AI systems chapter.
📊 Enhanced learning materials with new slides, videos, Colabs, and more.
🤖 A prototype teaching AI bot to provide a personalized learning experience. (It's still early, so your feedback is welcome!)
This open-source resource is perfect for anyone interested in applied machine learning. We focus on the fundamentals of engineering ML systems, providing insights applicable to various ML deployment settings through the TinyML lens.
Special thanks to Profs. Song Han, Yanjing Li, and Marcelo Rovai for their help. Song generously shared his "Efficient AI" MIT course slides and notes to complement our Harvard course materials. Yanjing contributed her insights to the Robust AI Systems chapter, and Marcelo contributed the hands-on labs based on the NiclaVision and XIAO ESP32. I also want to acknowledge my students--Colby Banbury, @Elias Nuwara, Shanzeh Batool, Ikechukwu Uchendu, Matthew Stewart, PhD, Zishen Wan, Abdulrahman Mahmoud,Yu-Shun Hsiao, who helped on multiple fronts, as well as Kai Kleinbard from the Harvard Extension School who helped build the Socratic IQ AI tutor bot, as well as all the community members who spotted fixes. 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!
🌐 TinyML4Edu/4D: https://lnkd.in/emj3pkBz
#MachineLearning #MLSys #TinyML #AI #EmbeddedSystems #OpenSource #Education