Insights

The assessment that has the highest average marks is the final exam. This is because the final exam has the highest weightage of marks which is 40% as compared to other assessment. The students also are more prepared to answer the final exam after completing the whole semester since the final exam is at the end of the semester.

The frequency of student accessing learning materials does not completely affect the students final exam performance. Since the student's with the highest marks does not have the highest frequency of access and the student's with the lowest frequency of access does not have the lowest final exam marks. The reason might be that the students with the highest marks but low frequency of access is really a smart person which does not required to access learning material as much as others in order to perform well in final exam.

The number of students that are predicted to have potential to get A for this course based on carry marks are 25 students. While the remaining 17 students are predicted to have potential to get B for this course. The students that are have potential to get an A is the students with carry marks of 35 and above while students with potential to get B is the students with carry marks between 20 and below 35.

The students who needs the most attention and help from instructor based on carry marks are the students who get marks below 30 which are student S20, S22, S23, and S1. These students' carry mark is quite low compare to others which might effect their total marks for this course. Therefore, they might need more assistance and guidance from their instructor so that they will perform well for final exam. The next page shows that student's actual result for final. From there, we can see that there is a lot of improvement where there are only 6 students who got B+ while 36 other students got A or A-. On previous page, it is predicted that only 25 students who will likely to get an A in this course. So, it is proven that students are tend to do their best for final in order to improve their grades.

The highest frequency accessed is determined by the activities. In this case, Quiz Exercise 1- Concepts has the highest frequency accessed by the learners followed by Quiz Exercise 2- Data Pre-processing then Forum - Let's interact with OU team where the instructors initiate an initiative to collaborate with University from other country to increase the knowledge of the students about the course and expose the student to the job market.

Week 1 has the most learning materials posted due to new learners enrolling the course so it is predicted that the instructor posted more materials in the first week to shows the students how interesting the course is. This is because, in week 1 and week 2 the students still had a choice to differ from the course, by showing how interesting the course is may affect the students judgment about the course and make them explore the course with pleasure.

Frequency of access is the number of student accessing the activities. Week 5 has the highest frequency of access because it has the activity that has the highest frequency of access. Besides, in week 5 there were also Forum - Let's interact with OU team where it is the third highest activity that has a high frequency of accessed by the learners.