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Workshops

Lead Organizers Workshop Name Date of Workshop Target Audience Language of Instruction Language of Materials Links
Harvard John A. Paulson School of Engineering and Applied SciencesThe Abdus Salam International Centre for Theoretical Physics (ICTP)TinyML Foundation SciTinyML 2022
Africa, Asia, and Latam

Scientific Use of Machine Learning on Low-Power Devices
April, June, July 2022 Everyone English / Spanish for Latam English / Spanish for Latam Website and Materials
Harvard John A. Paulson School of Engineering and Applied SciencesThe Abdus Salam International Centre for Theoretical Physics (ICTP)TinyML Foundation SciTinyML 2021
Scientific Use of Machine Learning on Low-Power Devices
October 2021 Everyone English English Website
Materials

Seminars

All Seminar Videos can be found at this playlist.

  Title Author(s) Date Target Audience Language of Instruction Language of Materials Links
Universidade Federal de Itajubá (UNIFEI) Getting Started with the Arduino TinyML Kit Marcelo Rovai
March 11, 2022 Everyone English English Video
Slides
Handout
The Abdus Salam International Centre for Theoretical Physics (ICTP) 2021 Summary and Plan for 2022 Marco Zennaro
December 10, 2021 Everyone English English Video
Seeed Studio Getting Started with the Wio Terminal and Edge Impulse Huiying Lai
December 10, 2021 Everyone English English Video
Seeed’s TinyML Quickstart Guide
The Abdus Salam International Centre for Theoretical Physics (ICTP) Academic Network AMA Marco Zennaro
October 8, 2021 Everyone English English Video
Slides
Universidade Federal de Itajubá (UNIFEI)University of RwandaAfrican Center of Excellence in Internet of Things Case Studies of Embedded ML in Rwanda and Brazil Stéfany Coura Coimbra
João Yamashita
Marvin Muyonga Ogore
Ghuilherme Silva
Mateus Lima
October 8, 2021 Everyone English English COVID-19 Cough Detection Video
Coffee Disease Classification Video
Cholera in Rural Communal Tap Water Video
Atrial Fibrillation and Sinus Rhythm Detection Video
Universidade Federal de Itajubá (UNIFEI) Software Tools for TinyML Marcelo Rovai
October 1, 2021 Everyone English English Video
Slides
Chat_Log
Harvard John A. Paulson School of Engineering and Applied Sciences Why the Future of ML is Tiny and Bright Vijay Janapa Reddi
September 17, 2021 Everyone English English Video
Slides

Talks

  Title Author(s) Date Target Audience Language of Instruction Language of Materials Links
Universidade Federal de Itajubá (UNIFEI) Bringing Intelligence to Sensors
At the Tudo Sobre IoT Conference 2022
Marcelo Rovai
Guilherme Silva
Renam Castro
João Yamashita
March 22, 2022 Everyone English English Slides
Universidade Federal de Itajubá (UNIFEI)The Abdus Salam International Centre for Theoretical Physics (ICTP) IoT and TinyML Workshop
At the University of Namibia (UNAM)
Marcelo Rovai
Marco Zennaro
February 2, 2022 Everyone English English Slides
Harvard John A. Paulson School of Engineering and Applied Sciences TinyMLedu Overview
At the TinyML Toronto Virtual Meetup
Brian Plancher
January 13, 2022 Everyone English English Video
Backyard Brains Backyard Brains and TinyML4STEM
At the TinyML Toronto Virtual Meetup
Greg Gage
January 13, 2022 Everyone English English Video
Universidade Federal de Itajubá (UNIFEI)The Abdus Salam International Centre for Theoretical Physics (ICTP) AIoT: When IoT Meets AI
An AI for Good Webinar
Marcelo Rovai
Marco Zennaro
November 23, 2021 Everyone English English Abstract
Video
Slides
Harvard John A. Paulson School of Engineering and Applied SciencesThe Abdus Salam International Centre for Theoretical Physics (ICTP)RoboticalBackyard Brains TinyMLedu Lightning Talks
At the TinyML for Good Workshop
Vijay Janapa Reddi
Marco Zennaro
Hal Speed
Greg Gage
Brian Plancher
November 17, 2021, 2021 Everyone English English Video
RoboticalThe Abdus Salam International Centre for Theoretical Physics (ICTP) Preparing for the Age of Artificial Intelligence Hal Speed
Marco Zennaro
September 29, 2021 Everyone English English Slides
Universidade Federal de Itajubá (UNIFEI) Embedded Machine Learning (TinyML) - A Brazilian Educational Experience at Universidade Federal de Itajubá (UNIFEI)
At the AI Expo Africa 2021
Marcelo Rovai
September 21, 2021 Everyone English English Video

Other: Tutorials / Demos / etc.

  Title Author(s) Date Target Audience Language of Instruction Language of Materials Links
Universidade Federal de Itajubá (UNIFEI) Key Word Spotting on the Arduino Nano 33 BLE Sense using Edge Impulse Studio Marcelo Rovai
March 20, 2021 Everyone English English Video

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