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Statistics and Data Analysis with Excel: Advanced

Macquarie University · View on Coursera ↗

Taught by Assoc Prof Prashan S. M. Karunaratne

Data Science

Coursera
4.6
headline rating
Starisk
4.5
Holds up
Small sample. Only 11 reviews were readable, so this score is a hint, not a verdict. Every other course page reads about 20 of the most-helpful reviews.

About the course

Advanced data analysis skills are what separate professionals who report on data from those who draw confident, evidence-based conclusions from it. This course takes your statistical toolkit to the highest level, equipping you with the techniques needed to analyse multiple datasets simultaneously, model complex cause-and-effect relationships, incorporate qualitative variables into quantitative models, and generate rigorous forecasts — all in Microsoft Excel. You'll begin with ANOVA — Analysis o

The dissent

The most-upvoted critical review (no upvotes, 1.0★).

“Honestly, it’s mostly operational and lacks depth. I could have just watched YouTube tutorials for free.”

1.0 / 5

Read the full review on Coursera ↗

Coursera's 4.6 comes from 45 ratings. Of those, 8.9% are 1–2★.

Starisk reads the reviews learners voted most helpful, and weights each by the square root of its votes: a review with 80 upvotes counts about five times one with 2. Unvoted reviews are not skipped out of laziness — by this model they carry no evidence that other students endorsed them.

That measures what the most-endorsed reviews say, not “true quality.” The rating distribution above is the whole population, so you can see the sample next to it.

Reviews read on 23 Oct 2026.Read them on Coursera ↗