This course will benefit educational designers, learning technology managers, and academics that are interested in how to use data to guide the design and improvements of a learning experience.
Technology has the ability to collect a large amount of data about how people participate in a learning experience. How can this data be used to increase our understanding of how learning occurs? How can data be translated into actionable knowledge? How can data help improve the overall quality of a learning experience? These are the questions that are explored during the activities in the course. You will need basic knowledge about data manipulation and statistical analysis, and you will learn how to use them to translate data into actionable knowledge to apply in a learning experience.
Week 1: Computer Logs
Exploration of the type of computer logs that are produced, how the logs can be processed, and the type of information available.
Week 2: From logs to indicators
Basic procedures to transform log files into meaningful indicators that are connected with the learning environment. Explore how these transformations need to be driven by the structure of the learning design.
Week 3: Combining data sources and deploying student support actions
Apply data management techniques to create data structures by mixing multiple data sets. Translate the information and knowledge derived from the data set into student support actions.
MOOCs stand for Massive Open Online Courses. These arefree online courses from universities around the world (eg. StanfordHarvardMIT) offered to anyone with an internet connection.
How do I register?
To register for a course, click on "Go to Class" button on the course page. This will take you to the providers website where you can register for the course.
How do these MOOCs or free online courses work?
MOOCs are designed for an online audience, teaching primarily through short (5-20 min.) pre recorded video lectures, that you watch on weekly schedule when convenient for you. They also have student discussion forums, homework/assignments, and online quizzes or exams.