All our Data Science projects include bite-sized activities to test your knowledge and practice in an environment with constant feedback.
All our activities include solutions with explanations on how they work and why we chose them.
You are working on a project to predict student performance based on various factors such as study hours, attendance, and extracurricular activities. The dataset you have includes information about these features for each student.
In this scenario, what would be an example of a high-quality dataset ?
A. A dataset with accurate and up-to-date information about study hours, attendance, and extracurricular activities for a diverse set of students.
B. A dataset with study hours as the only feature for a small subset of students.
C. A dataset with random and inconsistent entries for study hours, attendance, and extracurricular activities.
D. A dataset with missing values for most of the entries related to study hours, attendance, and extracurricular activities.
Please select the most appropriate option and provide reasoning for your choice.
