a question related to factor analysis

Hi Elvin!

Thanks for reaching out.

a is represents the y-intercept in the regression equation.
Throughout the Introduction to Data and Data Science course, you only need to understand the idea behind the regression analysis. Otherwise, in the Machine and Deep Learning and Advanced Specialization sections of our Programme, you will see plenty of examples of applied regression analysis.

Hope this helps.
Best,
Martin