Our books
The lack of resources and methodological guidance on learning analytics has been a problem ever since the field started, and continues to be a problem today. We thought that the arduous journey in learning analytics should not be endured by everyone and we decided to make that resource with the help of the learning analytics community as well as our collaborators.
https://lamethods.org
Learning Analytics Methods and Tutorials
Our first book includes all the basics of R programming and basic operations such as data cleaning, statistics, visualisation and data manipulation. It aims to help newcomers enter the learning analytics field while covering major methodologies comprehensively. Each method starts by introducing the fundamental concepts and techniques,before progressing to advanced innovations.
- Authored by world-renowned researchers
- Step-by-step tutorials with practical examples
- Comprehensive R code implementations
- Real-world educational datasets
Advanced Learning Analytics Methods: AI, Precision and Complexity
Our new book builds upon the foundational methods introduced in the previous volume, adapting to the rapid advancements in artificial intelligence and complexity science. It provides researchers with cutting-edge methodologies at the intersection of learning analytics, AI, and complexity science, presenting novel techniques and their applications in education research.
- Advanced AI applications in education
- Complex systems analysis techniques
- Precision learning analytics
- Cutting-edge research methods