Udemy – TinyML with Wio Terminal 2022-1

TinyML with Wio Terminal Course. In this course, you will get a comprehensive introduction to how to use TinyML. The course has flexible scheduling to accommodate your needs. This course is designed to provide students with a practical knowledge of TinyML, a powerful tool for managing small-scale machine learning projects. The course begins with an introduction to basic machine learning concepts, including supervised and unsupervised learning algorithms. Students then learn how to use the Wio Terminal, a device that makes it easy to interact with sensors and other hardware. Finally, students challenge their knowledge by completing a series of hands-on projects.

What you will learn in this course:

• Learn TinyML: This course teaches you how to use TinyML.
• Data Collection and Analysis: You will learn how to collect data from sensors, control robots and 3D printers, and analyze the data.
• Machine Learning Fundamentals: You will learn the basics of machine learning with TinyML.
• Data Visualization: You will also learn how to visualize your data with Wio Terminal.
• Working with different data sets: You will be able to manage different types of data sets to improve your forecasting skills.
• Neural Networks, Matrix Operations, Decision Trees, and More: You will also learn about neural networks, matrix operations, decision trees, and more.
• Forecasting with Supervised Learning: You will learn the basics of performing forecasting using supervised learning.
• Improve analytical skills: Improve your analytical skills by working on real-world datasets built by experts.
• Faster and more accurate decision-making: TinyML helps you make decisions faster, easier, and more accurate than ever before.

This course is suitable for people who:

• This course is designed for beginners who want to learn more about machine learning.
• This course is designed for anyone who wants to learn some basic programming skills.
• This course is perfect for anyone who wants to get started in machine learning!
• It’s also perfect for people who want to get the most out of their smartphone by using things they connect to their computer.

TinyML with Wio Terminal course details

• Publisher:  Udemy
• Lecturer:  Educational Engineering Team , Educational Engineering , Ashraf Said AlMadhoun
• Training level: Beginner to advanced
• Training duration: 1 hour and 42 minutes

Course syllabus in 2024/12

Prerequisites for the TinyML with Wio Terminal course

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

Course images

Sample course video

Download link

Download file – 586 MB

File(s) password: www.downloadly.ir

File size

586 MB