What is learning analytics?

Learning analytics is the process of gathering, analyzing, and interpreting data from learning environments such as classrooms, virtual classrooms, or online learning software to identify patterns and insights that can improve learning outcomes. It involves the use of various techniques, including data mining, statistical analysis, and machine learning, to gather and interpret data on student behavior, performance, and their interactions with learning materials. The ultimate goal of learning analytics is to optimize learning experiences by identifying areas of strength and weakness and modifying instructional approaches to provide personalized and effective learning opportunities for each student.

This mind map was published on 11 June 2023 and has been viewed 158 times.