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In this online live course, students will learn what's AI? and will be coached to create and train machine learning models, and then make games with the trained Machine Learning extensions in Scratch for various applications using text, image, or sound recognition, such as smart home, chatbots, emotion recognition and maze game.
We teach children computational programming skills and AI machine learning concepts through projects. This project-based learning course consists of 9 well-designed projects and one final project with their own ideas. Students will be asked to present and demonstrate their first AI Machine Learning work in the last (10th) class. Our machine learning projects will display what is machine learning, and what is the concept of big data. Students will have opportunity to compare the logics and results of two different approaches to have a solid understanding on the difference between rule-based and data-based models.
Course Plan: