AI_VET II - Learning Analytics

This course discusses the fundamentals of Learning Analytics and explores the practical application of the technology. Chapter 1 focuses on conceptual understanding and the current state of research. Chapter 2 deals with implementation. Chapter 3 examines the challenges of data analysis and data protection before Chapter 4 looks at how Learning Analytics can be used successfully.

• Basics and research findings on Learning Analytics
• Aspects of the use of Learning Analytics (e.g. maturity levels, data profiles, dashboards)
• Challenges of Learning Analytics (especially data protection)
• Successful use of Learning Analytics

Upon completion of the course, you will:

• Understand what Learning Analytics is and be able to assess its trends, current state, and potential.
• Be able to reflect on the challenges involved in applying Learning Analytics.
• Be familiar with data protection requirements in Learning Analytics and strategies to address them.
• Understand the complexity of successfully implementing Learning Analytics and the associated change management processes.

Basics, no prior knowledge required.