Learning TinyML: A Hands-On Course [eLearn]
Vaidheeswaran, Archana2022
Streaming Video
Learn the basics of TinyML, the field of machine learning that enables ML applications to run on handheld and IoT devices.While you may not realize it, TinyML probably affects your life in some way on a daily basis. If you have a smartphone or IoT device that features voice activation, facial recognition, audio detection, or other functions that employ machine learning algorithms, you have TinyML to thank. In this course, instructor Archana Vaidheeswaran guides you into the world of TinyML and shows you how you can process huge AI models right in the palm of your hand. Archana starts by teaching you how to identify if your ML/AI problem is a TinyML problem, then shows you optimization techniques to fit your deep learning models and illustrates multiple use cases. She explains quantization techniques, how to train a model using Tflite, how to deploy a TinyML model, and covers the entire TinyMLOps lifecycle. Archana finishes the course with a look at what’s in store for the future of TinyML, along with some resources you can use to continue your learning.
Main title:
Learning TinyML: A Hands-On Course [eLearn] / with Archana Vaidheeswaran
Author:
Imprint:
Carpenteria, CA linkedin.com, 2022.
Notes:
7/21/202212:00:00AM
Performers:
Cast: Presenter: Archana Vaidheeswaran
System details:
Latest version of the following browsers: Chrome, Safari, Firefox, or Internet Explorer. Adobe Flash Player Plugin. JavaScript and cookies must be enabled. A broadband Internet connection.
LC class:
LDC2447146
Language:
English
BRN:
766775
Electronic access: