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.
In the meantime, we will be holding three introductory seminars for the TinyML4D 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. Vijay’s slides. Full Seminar Video.
- October 1, 1-2pm GMT: Software Tools for Embedded ML with Prof. Marcelo Rovai of Universidade Federal de Itajubá. Marcelo’s Slides. Full Seminar Video. Chat Log.
- October 8, 1-2pm GMT: Case Studies of Embedded ML in Rwanda and Brazil and Academic Network AMA Hosted by Marco Zennaro. Marco’s Slides. Video of Marco’s Presentation. Videos of Case Studies Coming Soon.
We have posted all the materials from the edX specialization as well as our custom Arduino Library and all supporting Colab Notebooks. All of the materials are open source licensed and are at most non-commercial share alike – which means just cite us and you can use it all for free! You can also find materials from other TinyML courses and workshops that have been developed in the table below.
We are also trying to track and provide links to others to all TinyML course materials that are created to make it even easier for others to launch courses so we ask that if you create a course based on these materials that you consider posting your materials publicly and sending us a link so we can add it to the table below.
Questions, comments, concerns, suggestions for improvement – reach out to us at edu@tinyML.org!
|Course Name||Date of Course||Target Audience||Language of Instruction||Language of Materials||Course Website||Materials Link|
|edX tinyML Specialization||Launched 2020-2021||Everyone||English||English||link||link|
|Harvard CS249r||Sept-Dec 2020||Graduate Students||English||English||link||link|
|UNIFEI IESTI01-T01||Jan-July 2021||Undergraduate Students||Portuguese||English||link||link|
|UNIFEI IESTI01-T02||Aug-Dec 2021||Undergraduate Students||Portuguese||English||link||link|
|CRESTLEX 3.0||June 2021||Middle and High School Students and Teachers||English||English||link||link|
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!