# Latest **URL:** https://discuss.tinyml.seas.harvard.edu/latest.md [Latest](https://discuss.tinyml.seas.harvard.edu/latest.md) · [Categories](https://discuss.tinyml.seas.harvard.edu/categories.md) --- ## [Welcome to Discourse](https://discuss.tinyml.seas.harvard.edu/t/welcome-to-discourse/7)
**Author:** [@system](https://discuss.tinyml.seas.harvard.edu/u/system)\ **Replies:** 0\ **Last updated:** [January 8, 2021, 6:29pm UTC](https://discuss.tinyml.seas.harvard.edu/t/welcome-to-discourse/7 "2021-01-08T18:29:12Z")
The first paragraph of this pinned topic will be visible as a welcome message to all new visitors on your homepage. It’s important! Edit this into a brief description of your community: Who is it for? What can they fi… --- ## [Hello everyone one!](https://discuss.tinyml.seas.harvard.edu/t/hello-everyone-one/1902)
**Author:** [@dr.Fola](https://discuss.tinyml.seas.harvard.edu/u/dr.Fola)\ **Replies:** 0\ **Last updated:** [September 1, 2026, 10:05am UTC](https://discuss.tinyml.seas.harvard.edu/t/hello-everyone-one/1902 "2026-09-01T10:05:49Z")
Hi, I’m new here…I’m Folarin from Nigeria, currently on my PhD program, working on AI/ML application in food safety and agriculture systems. I will appreciate all the help I can receive from this community. Thanks a lot. … --- ## [The TinyML4D Academic Network 21st Show and Tell will be 1PM UTC Thursday June 25th, 2026](https://discuss.tinyml.seas.harvard.edu/t/the-tinyml4d-academic-network-21st-show-and-tell-will-be-1pm-utc-thursday-june-25th-2026/1901)
**Author:** [@Rocksetta](https://discuss.tinyml.seas.harvard.edu/u/Rocksetta)\ **Replies:** 0\ **Last updated:** [June 12, 2026, 11:04pm UTC](https://discuss.tinyml.seas.harvard.edu/t/the-tinyml4d-academic-network-21st-show-and-tell-will-be-1pm-utc-thursday-june-25th-2026/1901 "2026-06-12T23:04:24Z")
The TinyML4D Academic Network 21st Show and Tell will be 1PM UTC Thursday June 25th, 2026 The 21st TinyML4D Academic Network Show and Tell. The Show and Tell is typically held at 1 pm GMT on the last Thursday of each … --- ## [The TinyML4D Academic Network 20th Show and Tell Thursday May 28th, 2026](https://discuss.tinyml.seas.harvard.edu/t/the-tinyml4d-academic-network-20th-show-and-tell-thursday-may-28th-2026/1884)
**Author:** [@Rocksetta](https://discuss.tinyml.seas.harvard.edu/u/Rocksetta)\ **Replies:** 0\ **Last updated:** [May 14, 2026, 6:29pm UTC](https://discuss.tinyml.seas.harvard.edu/t/the-tinyml4d-academic-network-20th-show-and-tell-thursday-may-28th-2026/1884 "2026-05-14T18:29:26Z")
The TinyML4D Academic Network 20th Show and Tell will be1PM UTC Thursday May 28th, 2026 The 20th TinyML4D Academic Network Show and Tell. The Show and Tell is typically held at 1 pm GMT on the last Thursday of each mo… --- ## [New here ... Looking to Explore Tiny ML... With embedded Background](https://discuss.tinyml.seas.harvard.edu/t/new-here-looking-to-explore-tiny-ml-with-embedded-background/1883)
**Author:** [@sundeep](https://discuss.tinyml.seas.harvard.edu/u/sundeep)\ **Replies:** 0\ **Last updated:** [May 13, 2026, 3:33pm UTC](https://discuss.tinyml.seas.harvard.edu/t/new-here-looking-to-explore-tiny-ml-with-embedded-background/1883 "2026-05-13T15:33:53Z")
Hi i am new here, I am Sundeep… Looking to Explore Tiny ML about 20 years experience in Industrial control Systems, from India. I am also into social work, looking forward in helping Wild life and Society, and had a wond… --- ## [The TinyML4D Academic Network 19th Show and Tell will be Thursday April 30th, 2026](https://discuss.tinyml.seas.harvard.edu/t/the-tinyml4d-academic-network-19th-show-and-tell-will-be-thursday-april-30th-2026/1881)
**Author:** [@Rocksetta](https://discuss.tinyml.seas.harvard.edu/u/Rocksetta)\ **Replies:** 0\ **Last updated:** [April 2, 2026, 6:28am UTC](https://discuss.tinyml.seas.harvard.edu/t/the-tinyml4d-academic-network-19th-show-and-tell-will-be-thursday-april-30th-2026/1881 "2026-04-02T06:28:59Z")
The TinyML4D Academic Network 19th Show and Tell will be Thursday April 30th, 2026 The 19th TinyML4D Academic Network Show and Tell. The Show and Tell is typically held at 1 pm GMT on the last Thursday of each month. … --- ## [TinyML Course 4 starting on Mar 16!](https://discuss.tinyml.seas.harvard.edu/t/tinyml-course-4-starting-on-mar-16/1035)
**Author:** [@andvillarreal](https://discuss.tinyml.seas.harvard.edu/u/andvillarreal)\ **Replies:** 1\ **Last updated:** [March 31, 2026, 2:34pm UTC](https://discuss.tinyml.seas.harvard.edu/t/tinyml-course-4-starting-on-mar-16/1035 "2026-03-31T14:34:08Z")
Hello! I just saw today that there was a 4th result when searching for “tinyml” on edX: Yay for a new course on MLOps! You might also like to check out this video on the subject by Daniel Situnayake: --- ## [HarvardX: MLOps for Scaling TinyML](https://discuss.tinyml.seas.harvard.edu/t/harvardx-mlops-for-scaling-tinyml/1880)
**Author:** [@darwish012](https://discuss.tinyml.seas.harvard.edu/u/darwish012)\ **Replies:** 0\ **Last updated:** [March 30, 2026, 1:54pm UTC](https://discuss.tinyml.seas.harvard.edu/t/harvardx-mlops-for-scaling-tinyml/1880 "2026-03-30T13:54:52Z")
Could you please tell me whether the course HarvardX: MLOps for Scaling TinyML will have a new run? I have already completed the first three courses in the program, and I had just started this final course when it became… --- ## [PicoML - Going to the edge of the edge of the edge](https://discuss.tinyml.seas.harvard.edu/t/picoml-going-to-the-edge-of-the-edge-of-the-edge/1876)
**Author:** [@p-koellner](https://discuss.tinyml.seas.harvard.edu/u/p-koellner)\ **Replies:** 0\ **Last updated:** [February 26, 2026, 5:42pm UTC](https://discuss.tinyml.seas.harvard.edu/t/picoml-going-to-the-edge-of-the-edge-of-the-edge/1876 "2026-02-26T17:42:27Z")
Hi, to tidy up the certificate situation at edx.org a bit I somehow happened into the cs50x course, and to finish it off I submitted a small 6502 emulator project complete with stdio support and firmware written in asse… --- ## [Revised Jupyter Notebook for Course 3, Section 1.5, TinyML Custom Keyword Spotting (KWS)](https://discuss.tinyml.seas.harvard.edu/t/revised-jupyter-notebook-for-course-3-section-1-5-tinyml-custom-keyword-spotting-kws/1311)
**Author:** [@john\_mangiaracina](https://discuss.tinyml.seas.harvard.edu/u/john_mangiaracina)\ **Replies:** 3\ **Last updated:** [February 12, 2026, 1:36pm UTC](https://discuss.tinyml.seas.harvard.edu/t/revised-jupyter-notebook-for-course-3-section-1-5-tinyml-custom-keyword-spotting-kws/1311 "2026-02-12T13:36:01Z")
Hello fellow TinyMLers, Although the vast majority of the notebooks ran without issue, the Keyword Spotting Notebooks in Courses 2 & 3 of the TinyML Certificate program did not run. From what I can see, my fellow stud… --- ## [Welcome to the TinyML Community](https://discuss.tinyml.seas.harvard.edu/t/welcome-to-the-tinyml-community/33)
**Author:** [@vjreddi](https://discuss.tinyml.seas.harvard.edu/u/vjreddi)\ **Replies:** 48\ **Last updated:** [February 8, 2026, 6:34pm UTC](https://discuss.tinyml.seas.harvard.edu/t/welcome-to-the-tinyml-community/33 "2026-02-08T18:34:05Z")
Welcome to the TinyML online learning Community! If you are new, please learn more about our Community by reading our Welcome post and Guidelines. We’d like to get to know you. Take a moment to say hi to our Community … --- ## [The TinyML4D Academic Network 18th Show and Tell will be Thursday Feburary 26th, 2026](https://discuss.tinyml.seas.harvard.edu/t/the-tinyml4d-academic-network-18th-show-and-tell-will-be-thursday-feburary-26th-2026/1864)
**Author:** [@Rocksetta](https://discuss.tinyml.seas.harvard.edu/u/Rocksetta)\ **Replies:** 0\ **Last updated:** [January 22, 2026, 1:57pm UTC](https://discuss.tinyml.seas.harvard.edu/t/the-tinyml4d-academic-network-18th-show-and-tell-will-be-thursday-feburary-26th-2026/1864 "2026-01-22T13:57:30Z")
The TinyML4D Academic Network 18th Show and Tell will be Thursday Feburary 26th, 2026 The 18th TinyML4D Academic Network Show and Tell. The Show and Tell is typically held at 2 pm GMT on the last Thursday of each mont… --- ## [Introduction to TinyML Class](https://discuss.tinyml.seas.harvard.edu/t/introduction-to-tinyml-class/1855)
**Author:** [@mariel8451](https://discuss.tinyml.seas.harvard.edu/u/mariel8451)\ **Replies:** 1\ **Last updated:** [January 6, 2026, 2:06pm UTC](https://discuss.tinyml.seas.harvard.edu/t/introduction-to-tinyml-class/1855 "2026-01-06T14:06:52Z")
Hello Class. My name is Mari. I am from Illinois in the United States. With the rapid advancements in Artificial Intelligence, I am fascinated to expand my knowledge in the AI sphere. I am planning on pivoting my career… --- ## [TinyML practition](https://discuss.tinyml.seas.harvard.edu/t/tinyml-practition/1849)
**Author:** [@Oktaf](https://discuss.tinyml.seas.harvard.edu/u/Oktaf)\ **Replies:** 0\ **Last updated:** [December 20, 2025, 6:56pm UTC](https://discuss.tinyml.seas.harvard.edu/t/tinyml-practition/1849 "2025-12-20T18:56:20Z")
Halo everyone I want to learn tinyML --- ## [I'm new here. I wish to have you guys' support](https://discuss.tinyml.seas.harvard.edu/t/im-new-here-i-wish-to-have-you-guys-support/1844)
**Author:** [@BEMAXMASHMELLOW](https://discuss.tinyml.seas.harvard.edu/u/BEMAXMASHMELLOW)\ **Replies:** 0\ **Last updated:** [December 10, 2025, 9:16am UTC](https://discuss.tinyml.seas.harvard.edu/t/im-new-here-i-wish-to-have-you-guys-support/1844 "2025-12-10T09:16:26Z")
Hi my name is Mihin. I am exited to learn TinyML so I can build my own business one day --- ## [Getting started](https://discuss.tinyml.seas.harvard.edu/t/getting-started/1843)
**Author:** [@jesusbutchey](https://discuss.tinyml.seas.harvard.edu/u/jesusbutchey)\ **Replies:** 0\ **Last updated:** [December 9, 2025, 7:38pm UTC](https://discuss.tinyml.seas.harvard.edu/t/getting-started/1843 "2025-12-09T19:38:08Z")
Hi there, mi name is JB im an independent student, i’m so excited to start learn TinyML, hope i can learn alot from you guys. --- ## [New TinyML Student](https://discuss.tinyml.seas.harvard.edu/t/new-tinyml-student/1842)
**Author:** [@mnouira](https://discuss.tinyml.seas.harvard.edu/u/mnouira)\ **Replies:** 1\ **Last updated:** [December 3, 2025, 7:45pm UTC](https://discuss.tinyml.seas.harvard.edu/t/new-tinyml-student/1842 "2025-12-03T19:45:53Z")
Hi there, I’m Marouane from the Netherlands and I’m excited to learn how to miniaturize some of the AI/ML solutions on small devices. I’m hoping to get better understanding of the challenges and value of TinyML in the me… --- ## [I'm new here please support me guys](https://discuss.tinyml.seas.harvard.edu/t/im-new-here-please-support-me-guys/1837)
**Author:** [@hrc](https://discuss.tinyml.seas.harvard.edu/u/hrc)\ **Replies:** 0\ **Last updated:** [November 21, 2025, 2:28pm UTC](https://discuss.tinyml.seas.harvard.edu/t/im-new-here-please-support-me-guys/1837 "2025-11-21T14:28:13Z")
My name is Haseeb Raj Chauhan --- ## [Introduction intro - Catarina from Portugal](https://discuss.tinyml.seas.harvard.edu/t/introduction-intro-catarina-from-portugal/1826)
**Author:** [@Catarina](https://discuss.tinyml.seas.harvard.edu/u/Catarina)\ **Replies:** 0\ **Last updated:** [September 11, 2025, 8:11am UTC](https://discuss.tinyml.seas.harvard.edu/t/introduction-intro-catarina-from-portugal/1826 "2025-09-11T08:11:05Z")
Hey everyone!! My name is Catarina and I’m from Portugal. Currently, I’m on a research grant that hopefully will lead me to start my PhD in November at the University of Coimbra. In my spare time, I like to read, have fu… --- ## [Projeto em faculdade](https://discuss.tinyml.seas.harvard.edu/t/projeto-em-faculdade/1821)
**Author:** [@paulinho](https://discuss.tinyml.seas.harvard.edu/u/paulinho)\ **Replies:** 0\ **Last updated:** [September 2, 2025, 12:37am UTC](https://discuss.tinyml.seas.harvard.edu/t/projeto-em-faculdade/1821 "2025-09-02T00:37:05Z")
projetos em aperfeiçoamento em faculdade --- ## [Motion Classification and Anomaly Detection Thread](https://discuss.tinyml.seas.harvard.edu/t/motion-classification-and-anomaly-detection-thread/1812)
**Author:** [@Rocksetta](https://discuss.tinyml.seas.harvard.edu/u/Rocksetta)\ **Replies:** 0\ **Last updated:** [August 19, 2025, 2:24am UTC](https://discuss.tinyml.seas.harvard.edu/t/motion-classification-and-anomaly-detection-thread/1812 "2025-08-19T02:24:40Z")
Motion Classification and Anomaly Detection Thread For general questions use the main thread at XIAOML-Kit-General-Questions --- ## [XiaoML Kit Keyword Spotting Thread](https://discuss.tinyml.seas.harvard.edu/t/xiaoml-kit-keyword-spotting-thread/1811)
**Author:** [@Rocksetta](https://discuss.tinyml.seas.harvard.edu/u/Rocksetta)\ **Replies:** 0\ **Last updated:** [August 19, 2025, 2:24am UTC](https://discuss.tinyml.seas.harvard.edu/t/xiaoml-kit-keyword-spotting-thread/1811 "2025-08-19T02:24:09Z")
XiaoML Kit Keyword Spotting Thread. For general questions use the main thread at XIAOML-Kit-General-Questions --- ## [XiaoML Kit Object Detection Thread](https://discuss.tinyml.seas.harvard.edu/t/xiaoml-kit-object-detection-thread/1810)
**Author:** [@Rocksetta](https://discuss.tinyml.seas.harvard.edu/u/Rocksetta)\ **Replies:** 0\ **Last updated:** [August 19, 2025, 2:23am UTC](https://discuss.tinyml.seas.harvard.edu/t/xiaoml-kit-object-detection-thread/1810 "2025-08-19T02:23:29Z")
XiaoML Kit Object Detection Thread. For general questions use the main thread at XIAOML-Kit-General-Questions --- ## [XiaoML Kit Image Classification Thread](https://discuss.tinyml.seas.harvard.edu/t/xiaoml-kit-image-classification-thread/1809)
**Author:** [@Rocksetta](https://discuss.tinyml.seas.harvard.edu/u/Rocksetta)\ **Replies:** 0\ **Last updated:** [August 19, 2025, 2:22am UTC](https://discuss.tinyml.seas.harvard.edu/t/xiaoml-kit-image-classification-thread/1809 "2025-08-19T02:22:23Z")
XiaoML Kit Image Classification Thread. For general questions use the main thread at XIAOML-Kit-General-Questions --- ## [XIAOML-Kit-General-Questions](https://discuss.tinyml.seas.harvard.edu/t/xiaoml-kit-general-questions/1813)
**Author:** [@Rocksetta](https://discuss.tinyml.seas.harvard.edu/u/Rocksetta)\ **Replies:** 0\ **Last updated:** [August 19, 2025, 2:26am UTC](https://discuss.tinyml.seas.harvard.edu/t/xiaoml-kit-general-questions/1813 "2025-08-19T02:26:22Z")
The $38.90 USD XiaoML kit at The XIAOML Kit The book by is at https://www.mlsysbook.ai/ ML labs by @mjrovai ML Systems Textbook Lets have discussions threads for each of the main labs: You are welcome to tag me @Rock… --- ## [New student in TinyML](https://discuss.tinyml.seas.harvard.edu/t/new-student-in-tinyml/1800)
**Author:** [@NadjatZ](https://discuss.tinyml.seas.harvard.edu/u/NadjatZ)\ **Replies:** 0\ **Last updated:** [August 9, 2025, 2:36am UTC](https://discuss.tinyml.seas.harvard.edu/t/new-student-in-tinyml/1800 "2025-08-09T02:36:51Z")
@TinyML This course seems interesting with all the project we can start with before I started this course I had buy an Arduino kit and some sensors to learn how to use this ,and now I’m so excited to start my projects fo… --- ## [The TinyML4D Academic Network 17th Show and Tell will be Thursday April 24th, 2025](https://discuss.tinyml.seas.harvard.edu/t/the-tinyml4d-academic-network-17th-show-and-tell-will-be-thursday-april-24th-2025/1711)
**Author:** [@Rocksetta](https://discuss.tinyml.seas.harvard.edu/u/Rocksetta)\ **Replies:** 1\ **Last updated:** [April 17, 2025, 2:04am UTC](https://discuss.tinyml.seas.harvard.edu/t/the-tinyml4d-academic-network-17th-show-and-tell-will-be-thursday-april-24th-2025/1711 "2025-04-17T02:04:02Z")
The TinyML4D Academic Network 17th Show and Tell will be Thursday April 24th, 2025 The 17th TinyML4D Academic Network Show and Tell. The Show and Tell is typically held at 1pm GMT on the last Thursday of each month. F… --- ## [TinyML Trash Car](https://discuss.tinyml.seas.harvard.edu/t/tinyml-trash-car/1201)
**Author:** [@Rocksetta](https://discuss.tinyml.seas.harvard.edu/u/Rocksetta)\ **Replies:** 4\ **Last updated:** [March 21, 2025, 9:26pm UTC](https://discuss.tinyml.seas.harvard.edu/t/tinyml-trash-car/1201 "2025-03-21T21:26:16Z")
@brian\_plancher You mentioned a “TinyML Trash Car” which I think that is a great idea, it reminds me how my RC hacked tinyML car began. I made vehicle “A” which had a servo motor to turn the front wheel that also was… --- ## [TinyML4D SHOW and TELL Main Index](https://discuss.tinyml.seas.harvard.edu/t/tinyml4d-show-and-tell-main-index/1216)
**Author:** [@Rocksetta](https://discuss.tinyml.seas.harvard.edu/u/Rocksetta)\ **Replies:** 0\ **Last updated:** [December 30, 2022, 10:52pm UTC](https://discuss.tinyml.seas.harvard.edu/t/tinyml4d-show-and-tell-main-index/1216 "2022-12-30T22:52:34Z")
TinymML4D Academic Network Show and Tell Main Index. The main video stream Show and Tell link is at https://www.youtube.com/@TinyML4D-rd3jo/streams For this Thursday session at 2pm GMT we will use Google meet URl Google… --- ## [Tinyml Resources for arm32v7](https://discuss.tinyml.seas.harvard.edu/t/tinyml-resources-for-arm32v7/1701)
**Author:** [@anksbhat](https://discuss.tinyml.seas.harvard.edu/u/anksbhat)\ **Replies:** 1\ **Last updated:** [March 5, 2025, 11:28pm UTC](https://discuss.tinyml.seas.harvard.edu/t/tinyml-resources-for-arm32v7/1701 "2025-03-05T23:28:19Z")
I am trying to build a TinyML model for edge devices that run on ARM32v7 architecture. Tensorflow-lite is not helpful , there are certain licensing issues that come with that. Pytorch doesn’t support arm32v7. Is there an… [Next page](https://discuss.tinyml.seas.harvard.edu/latest.md?page=1)