Intelligent Student Grouping with “Altair Studio K-means AI” The Helper for Teachers Digital Era

Abstract

This academic article aims to introduce the grouping of gifted students using AI with Altair Studio and K-means. These tools are considered essential for teachers in the digital age who wish to apply technology to enhance teaching and learning. Altair Studio is a data analysis platform with the capability to cluster data using K-means clustering, an unsupervised learning technique. Grouping students using K-means helps teachers analyze and categorize students based on specific learning characteristics, allowing them to tailor teaching strategies effectively for each group of students. Altair Studio is user-friendly and suitable for teachers without programming knowledge. Users can import student data, such as academic performance, learning behaviors, or other insights, and quickly apply K-means to group students. Moreover, Altair Studio allows teachers to create learning materials, such as infographics, to present the analysis results in a clear and easy-to-understand way. The use of Altair Studio in grouping students helps teachers plan lessons that are tailored to each student group effectively, while also increasing student engagement in the learning process. Additionally, it enables teachers to better understand the specific characteristics of students, making the assessment and improvement of teaching more accurate and targeted.