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Rockstarr001:

BB did a great job but we wanted to add a second set of opinions:

1) Do these online courses actually add value and compensate (even slightly) for low/avg. academics?

Not really. They will reward you for effort but it will have a negligible impact on your overall decision.

2) If someone completes CFA and scores 750+ in GMAT, then do these online courses even matter?

See my response to your first question. Those online courses will not matter regardless of a CFA certification and your GMAT score.

3) What are the ways one can truly compensate (maybe even 50%) for academics? Or are we pretty much helpless and should rather focus on highlighting the good parts of our application?

GMAT, GMAT, GMAT (or GRE, GRE, GRE). That's your best shot to counterbalance a low GPA. If you have a compelling reason for a low GPA, you should explain that in the optional essay section for each application. I dislike the word "helpless" but you should maybe need to adjust your school list just in case.

In conclusion: don't waste your time or money on extra courses. Focus on the GMAT and the other components of your application.

-Admissionado
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Thank you admissionado!

Asked of the GPA question, how would the schools report the crazy CGPA? All applications ask you to submit to your original numbers. So you will be submitting something like seven or eight. The rankings report numbers based in the US scale. Do you really think there is some kind of a universal formula that’s applied to an Indian GPA, Japanese, Nigerian, and one from Burkina Faso? There is just no way to reconcile those numbers. The only way you can compare them is comparing applicants from the same background. If you have to and the guys from Nigeria with similar GMAT scores, you start looking at their GPA to see who may be better academically or who may have gotten their lucky on their GMAT.

However, GPA Numbers are not created equal even from the same country. If someone has a high GPA from Stanford or Princeton, that is not equivalent to someone who has a high GPA from a small state college. The grading scales are not comparable. Many business schools, probably old business schools, evaluate GPA on the school by school basis.... If they have time that is or enough applicants.

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Thank you Admissionado.

That totally makes sense. Being from an over-represented group, it's mostly better to score more than the median requirement of the target score, for example, scoring 740 (if the median of the target school is 720). But given that fact and an added burden of avg. CGPA, do you think scoring another 20 points, i.e. a 760 would be better? Or there is not much difference between the two scores?

I wanted to understand how a 730/740 and a 760/770 score is seen differently by the adcomms, given the avg. CGPA. Any thoughts?
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Thank you bb.

I can now understand how the GPAs or CGPAs are seen 'relatively' by the schools. And as you mentioned, it depends on the no.of applicants and the time as well.

I think it's a pretty clear direction to not worry too much about what has already happened and the things that are not in your control. Rather we should focus on the GMAT itself and the other positive aspects of the application. And if the acad. explicitly looks terribly detrimental to our selection, only and only then we should try to compensate by taking on just a couple of courses.

But GMAT comes first. Always !
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Once you get into the 730+ range, it doesn't not really matter. You aren't going to get extra points for doing better on the GMAT. There are so many candidates who score 750+ that the school has their pick of the litter. It comes down to the other components in the application such as school attended/GPA, ECAs, relative strength of essays and LORs, work experience, industry represented, awards, etc. Put in another way: The GMAT is something that can keep you out of a school but can't get you into one. Does that make sense?
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I get your point Admissionado.

It was pretty critical for me to understand this difference. I was aiming for the peak of GMAT score, but I guess I should not worry between scoring a 740 and a 760. It's pretty much the same, and I should rather work on the other aspects of my application and make them shine.

Thanks for this perceptive. It's extremely helpful.