Dataset: http://bit.ly/assig (This dataset is not owned by me and cannot be used without permission from the author that is course on edx dalmooc Data Analytics and Learning Course are the creators for this dataset. Ask their permission first) Continue reading
There is some lower form of learning analytics being done in individual level but this analysis is limited to one class and the analysis is connected to any other data. In order for the analysis to have an impact on the whole university or impact individual student or the education system in the university there is a need for the education university to be involved and they have to decide that they will support framework of learning from analytics to improve the system. Without this support it is not useless for any analysis. Continue reading
For working within learning analytics there are certain kind of sequential activities and decisions we have to make. Continue reading
Learning Analytics is the analysis of data collected from education courses and use of big data technologies to analyze the results. Without looking into the analysis and insights the data collected from educational courses it is difficult to analyze how someone is doing in a course or how to provide a focused path for each student. With the use of data analysis on this kind of data educators can understand how the students are interacting with the resources, where they are struggling and provide a semi automatic path for students to follow where the system gives some recommendation and the educator uses some or all of the recommendations to suggest personalized path for each student.