TinyML with Wio Terminal: Learn AI at the Edge

TinyML with Wio Terminal

TinyML is a program for machine learning (ML) and in this course we will help you start learning ML in step by step way

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Last Updated: 2024-03-08 06:03:09 English Course Type: Self Learning

This course is designed to teach you how to use TinyML
The course will teach you how to collect data from sensors, control robots and 3D printers, and analyze data
Learn the basics of machine learning with TinyML
You will also learn how to visualize your data with Wio Terminal
You'll be able to handle a variety of datasets in order to improve your predictive skills
You'll also learn about neural networks, matrix operations, decision trees, and more
Learn the fundamentals of making predictions with supervised and un
Improve your analytical skills by working on real world datasets built by professionals
TinyML will help you decide faster, easier and more accurately than ever before.

In this course, you'll be taken through a thorough introduction of how to use the "TinyML ".The timeline is flexible to suit your needs.

This course is designed to give students a working knowledge of TinyML, a powerful tool for managing small-scale machine learning projects. The course begins with an introduction to the basics of machine learning, including supervised and unsupervised learning algorithms. Next, students will learn how to use the Wio Terminal, a device that makes it easy to interface with sensors and other hardware. Finally, students will put their knowledge to the test by completing a series of hands-on projects.

Are you interested in Machine learning and want to learn more about it and expand your knowledge in this area? This course will teach you how Tiny ML brings everything together in one place, providing you with better control over your data sets. Before training the model, you may now simply integrate multiple data sets or undertake feature engineering. TinyML is a revolutionary AI-powered tool that helps you make better decisions.

Machine learning is a branch of artificial intelligence (AI) that focuses on developing data-driven applications that enhance accuracy. Without being programmed to do so over time Machine learning is based on the idea that rather than having to be programmed to think like humans, machines can learn to work by observing, classifying, and learning from its surrounding. their mistakes As you might have guessed, ML stands for machine learning, and nowadays it usually (though not always) refers to deep learning.

What is Tiny ML?

TinyML is an app that teaches you basic web development skills. Compatible with Arduino, Raspberry Pi, and other IoT devices.

it refers to machine learning models that are optimized to run on low-power, small-footprint devices like MCUs. TinyML is cost-effective, allowing more individuals to train their models. Embedded devices come in a variety of forms and sizes, ranging from the embedded supercomputer Nvidia Jetson Xavier AGX to the tiniest of microcontrollers, such as ESP32 or Cortex M0. TinyML is the only platform that lets you know when you're making a mistake. The TinyML with Wio Terminal course teaches you how to use commands and programming logic to create apps, back up files, troubleshoot, and do anything else you can think of with a computer. It is an AI-powered decision-making tool that trains itself by learning from your past decisions.

What is Wio Terminal?

Wio Terminal is a desktop application for quickly publishing your site without needing any knowledge of programming languages. You'll learn the basics of creating websites.

You need to buy the Wio Terminal if you want to apply the practical experiments
No prior coding experience needed
Hardware (board, modules)
Arduino IDE
Willingness to learn
No prior knowledge required
Software(possible platform or language)

This course is designed for beginners who want to learn more about machine learning.
The course is designed for anyone who would like to learn some basic programming skills.
This course is perfect for anyone wanting to get started in Machine Learning!
It is also good for people who want to get more out of their smartphone by taking advantage of things they plug into their computer.

Section 1 : Section 1 3 Lectures 00:31:53
Lecture 1 :
Introduction Preview
Lecture 2 :
Project 1 Recognizing Gestures With Light Sensor Theory And Data Colle
Lecture 3 :
Lesson 1 Practical
Section 2 : Section 2 5 Lectures 00:54:00
Lecture 1 :
Project 1 Recognizing Gesture With Light Sensor Model Training And Depl
Lecture 2 :
Lesson 1 Practical Continue
Lecture 3 :
Project II Classifying Hand Gesture With Accelerometer Theory And Data
Lecture 4 :
Project II Classifying Hand Gesture With Accelerometer Model Training A
Lecture 5 :
Project III Audio Scene Recognition With Microphone Theory And Data Col
Section 3 : Section 3 6 Lectures 00:49:23
Lecture 1 :
Project III Audio scene Recognition with Microphone Model and Training
Lecture 2 :
Project IV People Counting With Ultrasonic sensor Theory and Data Colle
Lecture 3 :
Lesson 9 Project IV People Counting With Ultrasonic Sensor Model Training and De
Lecture 4 :
Project V Intelligent Meteostation With BME280 Theory and Data Collect
Lecture 5 :
Project V Intelligent Meteostation With BME280 Model Training and Depl
Lecture 6 :
Student Project

How do i access the course after purchase?
It's simple. When you sign up, you'll immediately have unlimited viewing of thousands of expert courses, paths to guide your learning, tools to measure your skills and hands-on resources like exercise files. There’s no limit on what you can learn and you can cancel at any time.
Are these video based online self-learning courses?
Yes. All of the courses comes with online video based lectures created by certified instructors. Instructors have crafted these courses with a blend of high quality interactive videos, lectures, quizzes & real world projects to give you an indepth knowledge about the topic.
Can i play & pause the course as per my convenience?
Yes absolutely & thats one of the advantage of self-paced courses. You can anytime pause or resume the course & come back & forth from one lecture to another lecture, play the videos mulitple times & so on.
How do i contact the instructor for any doubts or questions?
Most of these courses have general questions & answers already covered within the course lectures. However, if you need any further help from the instructor, you can use the inbuilt Chat with Instructor option to send a message to an instructor & they will reply you within 24 hours. You can ask as many questions as you want.
Do i need a pc to access the course or can i do it on mobile & tablet as well?
Brilliant question? Isn't it? You can access the courses on any device like PC, Mobile, Tablet & even on a smart tv. For mobile & a tablet you can download the Learnfly android or an iOS app. If mobile app is not available in your country, you can access the course directly by visting our website, its fully mobile friendly.
Do i get any certificate for the courses?
Yes. Once you complete any course on our platform along with provided assessments by the instructor, you will be eligble to get certificate of course completion.
For how long can i access my course on the platform?
You require an active subscription to access courses on our platform. If your subscription is active, you can access any course on our platform with no restrictions.
Is there any free trial?
Currently, we do not offer any free trial.
Can i cancel anytime?
Yes, you can cancel your subscription at any time. Your subscription will auto-renew until you cancel, but why would you want to?

Ashraf Al Madhoun,

10441 Course Views

124 Courses

My passion is inspiring people through online courses. I love learning new skills, and since 2007 have been teaching people like you everything I know. Through my online learning business, Educational Engineering School, I create courses that teach you how to become the better version of yourself with all kinds of skills. What would you like to learn? Would you like to make money being an Embedded System Developer? Would you like to build your own 6-figure business? Would you like to learn how to code, circuit design or solder electronic components? Would you like to make better projects? Would you like to start an embedded system career, create great projects, kick start an idea, program, simulate, and create PCB Boards, launch a freelance career? If you want to do any of these things, just enroll in the course. You have a 30-day money back guarantee if you don't like it. And I'm always improving my courses so that they stay up to date and the best that they can be. Check them out, and enroll today!