Learning Analytics

The Learn to Analyze Educational Data and Improve your Blended and Online Teaching MOOC supports the development of the basic competences for Educational Data Analytics of Online and Blended teaching and learning. It is ideal for e-learning professionals of online and blended courses, school teachers using the flipped classroom [...]

This course is ideal for school teachers who want to improve their teaching through valuable data-driven insights. Do you want to be more reflective in your teaching practice and wonder if there are technologies that can help? Are you curious about how data-driven, evidence-based teaching practices can improve your [...]

This course will explore how you can create engaging, meaningful and data-driven learning experiences by combining Personalization, Gamification, Learning Analytics and Social Learning. We will focus on how learning professionals can leverage existing or free content, existing or new platforms, data, and, most importantly, people, to create engaging, data-driven [...]

Learn how to conduct a cluster analysis to discover important patterns in student behavior using the popular Weka data mining toolkit. In this course, you will learn the basics of cluster analysis, one of the most popular data mining methods for the discovery of patterns in learning data, and [...]

Every model used to predict a future outcome depends upon the quality of features used. This course focuses on developing better features to create better models. How can data-intensive research methods be used to create more equitable and effective learning environments? In this course, you will learn how data [...]

The MOOC will explore the critical role that xAPI plays in gleaming the most accurate and beneficial insights from your learning data, allowing you to measure and prove the impact that your learning initiatives have on your business.

Learn about the growing field of learning analytics and how to analyze basic data sets to generate insights. The demand for data science and learning science skills has continued to increase as classrooms, labs, and organizations look to optimize their data and improve learning environments for students and employees. [...]

This MOOC offers a flexible, collaborative introduction to learning analytics in higher education. You’ll learn by doing, using realistic data and code. Everyone involved in higher education has questions. Students want to know how they’re doing and which classes they should take.