Question

Mean

Standard Deviation

Please rate your level of prior programming experience before starting the Python course.

2.39

0.99

How challenging do you find learning Python for data analysis?

3.82

0.78

Please rate the helpfulness of online learning resources (e.g., tutorials, forums) in aiding your Python learning.

3.34

0.53

How confident are you in your Python programming skills for data analysis?

3.63

0.86

To what extent does the availability of practice exercises and assignments impact your Python proficiency?

4.38

0.52

How do you rate the relevance of Python in the field of business analytics?

4.26

0.63

How much importance do you place on Python proficiency for your future career in business analytics?

4.38

0.72

How satisfied are you with the overall learning experience of Python in your business analytics program?

4.01

0.97

To what extent do you believe that collaborative group projects positively impact your Python learning and proficiency?

4.08

0.93

I receive enough support from my peers in learning Python.

4.29

0.76