Microcontroller, Embedded system, The Edge, Learning, Machine learning, ARM architecture

[N] Course on TinyML

On Nov 22, 2020
@hardmaru shared
A series of courses on “Tiny ML” taught by Vijay Janapa Reddi, @lmoroney @petewarden on @edXOnline Details: https://t.co/mjvBstjhCW https://t.co/nMbHX3xUP3
Open

We're excited to share the launch of the tinyML professional certificate program on EdX offered by Harvard University in collaboration with Google TensorFlow. In this exciting Professional Certificate program, you will learn about the emerging field of Tiny Machine Learning (TinyML), its ...

www.reddit.com
On Nov 22, 2020
@hardmaru shared
A series of courses on “Tiny ML” taught by Vijay Janapa Reddi, @lmoroney @petewarden on @edXOnline Details: https://t.co/mjvBstjhCW https://t.co/nMbHX3xUP3
Open

[N] Course on TinyML

[N] Course on TinyML

We're excited to share the launch of the tinyML professional certificate program on EdX offered by Harvard University in collaboration with Google TensorFlow. In this exciting Professional ...

The Future of ML is Tiny and Bright

The Future of ML is Tiny and Bright

Professional Certificate in Tiny Machine Learning (TinyML)

New TinyML Professional Certificate Program from HarvardX and Google’s Open-Source Machine Learning Platform, TensorFlow

New TinyML Professional Certificate Program from HarvardX and Google’s Open-Source Machine Learning Platform, TensorFlow

Today, we are excited to announce a brand new, first-of-its-kind TinyML Professional Certificate program created by HarvardX and Google's Open-Source Machi

How TinyML Makes Artificial Intelligence Ubiquitous

How TinyML Makes Artificial Intelligence Ubiquitous

TinyML makes AI ubiquitous and accessible to consumers. It will bring intelligence to millions of devices that we use on a daily basis.

Why TinyML is a giant opportunity

Why TinyML is a giant opportunity

All of our devices and appliances will start getting much smarter thanks to microcontrollers that can run local machine learning tasks.

Tiny Machine Learning (TinyML)

Tiny Machine Learning (TinyML)

What you will learn Fundamentals of machine learning and embedded devices. How to gather data effectively for machine learning. How to train and deploy tiny machine learning models. How to ...

TinyML Book

TinyML Book

Buy PDF from EBooks Buy Book From Amazon Free Preview PDF “This is a must-read book for anyone interested in machine learning on resource-constrained devices. It is a milestone in the ...

New AI technology from Arm delivers unprecedented on-device intelligence for IoT

New AI technology from Arm delivers unprecedented on-device intelligence for IoT

Arm announced significant additions to its AI platform, including the Arm® Cortex®-M55 processor and Arm Ethos™-U55 NPU, designed to deliver a combined 480x leap in ML performance to ...

So you want to build an embedded Linux system?

So you want to build an embedded Linux system?

These official datasheet numbers seem to be pulled out of thin air — so much so that NXP literally removed the entire DDR section in their datasheet and replaced it with a boiler-plate ...

MCU-based Implementation for Deep Learning at the Edge

MCU-based Implementation for Deep Learning at the Edge

Deep learning on MCUs is perfectly possible, despite TOPS ratings that don't tell the full story....

TinyML

TinyML

Neural networks are getting smaller. Much smaller. The OK Google team, for example, has run machine learning models that are just 14 kilobytes in size—small enough to work on the digital ...

Machine Learning on Mobile and Edge Devices with TensorFlow Lite: Daniel Situnayake at QCon SF

Machine Learning on Mobile and Edge Devices with TensorFlow Lite: Daniel Situnayake at QCon SF

At QCon SF, Daniel Situnayake presented "Machine learning on mobile and edge devices with TensorFlow Lite". TensorFlow Lite is a production-ready, cross-platform framework for deploying ML ...

New AI technology delivers unprecedented on-device intelligence for IoT

New AI technology delivers unprecedented on-device intelligence for IoT

Arm has expanded its AI platform to bring the benefits of AI to billions enabling more distributed compute from the cloud and edge to endpoint devices, and providing new opportunities, such ...

Google ML framework TensorFlow hits 160mn downloads

Google ML framework TensorFlow hits 160mn downloads

The popular machine learning framework from Google called TensorFlow has become the most popular machine learning library in the world, with over 160 ..

TinyML as-a-Service: What is it and what does it mean for the IoT Edge?

TinyML as-a-Service: What is it and what does it mean for the IoT Edge?

We’re making machine learning tinier and deployable at the IoT edge! Learn how in our latest Research post.