TinyML with Wio Terminal
What you'll learn
- 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.
Requirements
- 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)
Description
Introduction: In this course, you'll be taken through a thorough introduction to how to use 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.
Why You Should Take This Course: 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 TinyML brings everything together in one place, providing you with better control over your data sets. TinyML is a revolutionary AI-powered tool that helps you make better decisions. By the end of this course, you'll be able to identify the best possible option for any task you need to complete quickly. TinyML can save you hours of work.
What is TinyML? TinyML 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. Compatible with Arduino, Raspberry Pi, and other IoT devices, TinyML is the only platform that lets you know when you're making a mistake.
What is Wio Terminal? Wio Terminal is a device that makes it easy to interface with sensors and other hardware. It's a desktop application for quickly publishing your site without needing any knowledge of programming languages. You'll learn the basics of creating websites and interfacing with hardware.
What You Will Learn in This Course:
Learn with practical exercises that are relevant to your specific work environment
Master the fundamentals of machine learning to become a valuable asset in any organization
Learn the basics of Machine Learning, Neural Networks, and Deep Learning
Gain an understanding of the principles of neural networks, deep learning, and more
Course Highlights:
You will learn about the codebase, understand all of the parameters, and improve your understanding of machine learning by programming your own models.
Customizing your learning experience to be specific to your needs
Develop your own AI model
Build an end-to-end deep learning project
Try It Now! Get started with the Wio Terminal course and save time by identifying the best possible option every time!
Course Features:
Step-by-step video lessons
Hands-on projects to test your knowledge
Practical demonstrations and examples
Interactive exercises and quizzes
Ongoing support and engagement through discussion forums
Bonus resources and downloadable guides
Who Is This Course For:
Beginners in machine learning
IoT enthusiasts
Hobbyists and tinkerers
STEM students and educators
Anyone interested in understanding and creating machine learning models
Requirements:
No prior knowledge of machine learning required
A willingness to learn and experiment
About the Instructor: Educational Engineering Team
The Educational Engineering Team is dedicated to providing high-quality education in the field of electronics and engineering. With a wealth of experience and a passion for teaching, the team ensures that complex concepts are broken down into easy-to-understand lessons, making learning accessible and enjoyable for everyone.
Who this course is for:
- 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.
Instructors
- 3.9 Instructor Rating
- 14,889 Reviews
- 441,215 Students
- 285 Courses
Educational Engineering Team
Team of skilled Engineers Sharing Knowledge with the World
Educational Engineering Team is a Leading Team in Microcontroller Industry, with over 13 Years of Experience in Teaching and Doing Practical Projects.
We strive to put all our hands-on experience in these courses. Instead of superficial knowledge - we go into the depth of the topic and give you the exact - step by step blueprint on how to tame simple as well as complex topics in easy and digestible bite-sized videos.
This real-world knowledge enables you to grasp knowledge easily, and you can apply this learning immediately to your life and projects.
Educational Engineering Team has been in the Programming and Microcontroller business since 2007. We have been part of many projects. Over the course of these years - we have gained a good insight into students’ and educators’ needs. We are passionate about sharing all our collective knowledge with you. As of 2018, we have already taught over 250k-THOUSAND students and counting.
Currently, we have more than 100+ Courses on Udemy
Educator and Author of "Educational Engineering".
Ashraf is an educator, Mechatronics engineer, electronics and programming hobbyist, and Maker. He creates online video courses on the EduEng YouTube Channel (More Than 4 Million View, 20k + Subscriber) and author of four Microcontroller books.
As a Chief Educational Engineer since 2007 at Educational Engineering Team, the company he founded, Ashraf’s mission is to explore new trends and technology and help educate the world and make it a better place.
Educational Engineering offers educational courses and Bootcamps, articles, lessons, and online support for electronics hobbyists, Programming hobbyists, Microcontroller hobbyists, STEM students, and STEM teachers.
That team also work as freelancer engineers, helping many students in their graduation projects, and provide guidance and consulting for many students over the years to help them kick-start their career.
Ashraf’s core skill is explaining difficult concepts through in a step by step easy to understand matter using video and text. With over 11 years of tertiary teaching experience, Ashraf has developed a simple yet comprehensive and informative style in teaching that students from all around the world appreciate.
His passion for Microcontrollers and Programming and in particular for the world of Arduino, PIC Microcontroller, Rasberry Pi has guided his personal development and his work through Educational Engineering.
Ashraf’s online courses have helped over 250,000 people from around the world to be better and to make a great career in the industry.
Educational Engineering Team offer Course on
Circuit Design, Simulation, and PCB Fabrication
Arduino, PIC Microcontroller, and Raspberry Pi
Programming in C, Python, and other programming languages
PLC Industrial Programming and Automation
3D Design and Simulation
ESP and IoT World
- 4.0 Instructor Rating
- 14,875 Reviews
- 480,727 Students
- 283 Courses
I'm here to help our students by answering their questions, responding to their reviews and provide support when needed.
Educational Engineering Team
Team of skilled Engineers Sharing Knowledge with the World
Educational Engineering Team is a Leading Team in Microcontroller Industry, with over 13 Years of Experience in Teaching and Doing Practical Projects.
We strive to put all our hands-on experience in these courses. Instead of superficial knowledge - we go into the depth of the topic and give you the exact - step by step blueprint on how to tame simple as well as complex topics in easy and digestible bite-sized videos.
This real-world knowledge enables you to grasp knowledge easily, and you can apply this learning immediately to your life and projects.
- 3.9 Instructor Rating
- 24,482 Reviews
- 644,543 Students
- 334 Courses
Top-Rated Instructor | 630k+ Students | Embedded Systems Expert | AI & Renewable Energy Professional
Welcome! I’m Ashraf Al-Madhoun, a seasoned Embedded Systems Engineer, Instructor, and AI enthusiast with over 12 years of experience transforming the field of embedded systems and renewable energy. With an audience of over 1.5 million students from 200+ countries across platforms like Udemy and Coursera, I have made a significant global impact by sharing my expertise through comprehensive online courses and practical training sessions.
Achievements & Recognitions:
Top-Rated Udemy Instructor with over 20 million views and 50k+ subscribers.
Educational Reach: 630k+ students globally, driving innovation and technical excellence.
Academic Excellence: Achieved the highest GPA at Al-Azhar University among all graduates in 2012.
Industry Leadership: Embedded Systems Consultant & Team Leader at GGateway – leading cutting-edge projects in IoT, automotive systems, and PCB design.
Published Author of multiple books on microcontrollers and technical content on platforms like Kindle Direct Publishing and Elsevier.
Professional Journey:
Founder, TeachMeAnything – A platform providing free education and certifications for the Arab world.
Founder of EEA - an Academy for every engineer.
Embedded Systems Instructor (Udemy, Coursera, Lead Academy, Edurills, etc.) – Delivering engaging, real-world courses to train the next generation of embedded system developers.
Freelance Embedded System Developer (10+ years) – Hands-on experience with STM32, ESP, PIC, Arduino, and more.
Technical Instructor at Gaza Training Community College (8+ years) – Teaching Mechatronics and leading entrepreneurship coaching.
Consultant for Medical Engineering Projects – Collaborated with Al-Azhar University and World Bank initiatives to enhance healthcare technologies.
Certifications & Expertise:
AI Career Essentials - ALX AiCE
ARM-Based Microcontroller Programming
TVET Certified Trainer in Life, Digital, and Green Skills
Specialized in PCB Design, IoT, Circuit Design, and AI-driven Embedded Systems.
Vision & Mission:
My mission is to empower engineers, innovators, and entrepreneurs with the skills necessary to excel in embedded systems, AI, and renewable energy sectors. I firmly believe in the transformative power of education and technology to reshape industries and create sustainable futures.
If you’re passionate about pushing the boundaries of embedded systems and AI, I invite you to join my courses and embark on this learning journey together.
Let’s innovate, inspire, and create!