Upcoming Events

The SciTinyML: Scientific Use of Machine Learning on Low-Power Devices workshop hosted by the Abdus Salam International Centre for Theoretical Physics has been postponded to October 18-22 2021 due to the global semiconductor shortage as a result of COVID-19. View the updated flyer.

In the meantime, we will be holding three introductory Zoom meetings for the Academic Network on:

  • September 17, 1-2pm GMT: Academic Network Introduction and Why the Future of ML is Tiny and Bright with Prof. Vijay Janapa Reddi of Harvard University
  • October 1, 1-2pm GMT: Software Tools for TinyML with Prof. Marcelo Rovai of Universidade Federal de Itajubá
  • October 8, 1-2pm GMT: Case Studies of TinyML in Rwanda and Brazil and Academic Network AMA

If you are a member of the Academic Network make sure to join our Discord – the invite link should be in your email!

Working Groups

TinyML4D Academic Network

TinyML4D Academic Network

The TinyML4D working group is building a network of academic institutions, based in Developing Countries, interested in expanding access to Applied Machine Learning by establishing best practices in education. We aim to ultimately develop a community of researchers and practitioners focused on both improving access to TinyML education and enabling innovative solutions for the unique challenges faced by Developing Countries.

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TinyML4K12

TinyML4K12

Expanding TinyML education into primary and secondary schools (K-12) requires the development of an end-to-end pipeline that is appropriate for school-aged children. We are working with education and industry partners to combine computer science education software and the physical computing ecosystem to enable an easy learning experience for creating, deploying, and using TinyML models. This pipeline will enable the creation of additional materials that can be used across the globe for students of all ages.

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TinyMLTranslations

TinyMLTranslations

Our mission is to enable all learners, regardless of their preferred language of learning, to be able to access and learn TinyML. As such, we work to translate and support material and course development in languages other than English.

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Get Involved

If you want to be more involved with our effort to help improve access to TinyML educational materials and hardware resources worldwide reach out to us at edu@tinyML.org!

Take a Free Online TinyML Course

We’ve collected links to free online courses on edX and Coursera to help you get started learning about TinyML. To view the current course offerings check out our TinyML Courses page!

Teach Your Own TinyML Course

We are working to collect materials from all courses that teach TinyML to create an easy to access repository of course modules, readings, slides, assignments, etc. To view our current materials and learn more about teaching your own TinyML course check out our Teach TinyML page!