What's a good way to study probability and statistics for a Google product manager onsite interview?
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I'm studying for an onsite interview with Google for a product manager position. While looking at interview questions online, I've realized that I really need to brush up on the probability and statistics that I once knew well in college -- marbles, cards, dice, etc. I'm expecting questions like this one: If the probability of observing a car in 30 minutes on a highway is 0.95, what is the probability of observing a car in 10 minutes (assuming constant default probability)? What's a good way to find a lot of problems at this level? I'd like to try to do several per day between now and the interview (which is a couple weeks away). Are there any good books of problems like this? I don't *think* I need to study permutations/combinations or types of distributions or anything like that, so a general prob/stat textbook isn't really what I need. I don't really know how to characterize those problems well enough to search for them. Thanks!
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Answer:
I've worked with a lot of Google PM candidates, and this question category you mentioned is quite rare: I would put it in the brain teaser category; that is, trivia minutiae that mature Google PM interviewers would not normally ask in a PM interview. Brain teasers have largely been banned at Google.Why? If you really needed to know probability or stats in the workplace, you could either ask a co-worker or yes, even Google it.If you do have time, it doesn't hurt to brush up on probability basics. A good resource would be http://www.amazon.com/Schaums-Outline-Statistics-Edition-Outlines/dp/0071822526.But just make sure more likely topics, such as product design, analytics, strategy, and technical, are in strong shape before undertaking stats and probability prep.
Lewis Lin at Quora Visit the source
Other answers
Most popular questions you can find on http://www.crazyforcode.com/probability/
Hemant Agrawal
As explained by Lewis, the example question is not really a probability question. Typically, you will be asked probability questions for a product interview only if you have a stat, finance or a relevant degree where you are supposed to know probability. (It is mainly to judge whether you understand your major subject or not) However, you will mainly expect questions related to product management. Also, note, Google gives a lot of value in your MBA degree if you are applying for a product position. Expect questions from your MBA projects if you have done your MBA recently.
Anonymous
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