Statistics

Describe a probability distribution that is not normal, and explain how it could be applied in a real-world scenario?

Data Scientist

Shopify

Google

Yelp

Airbnb

Intuit

SAP

Did you come across this question in an interview?


Answers

Unlock Community Insights

Contribute your knowledge to access all answers

#Give&Take - Share to unlock

Try Free AI Interview

Google logo

Google

Product Manager

Prepare for success with realistic, role-specific interview simulations.

Product Strategy
Meta logo

Meta

Product Manager

Prepare for success with realistic, role-specific interview simulations.

Product Sense
Meta logo

Meta

Engineering Manager

Prepare for success with realistic, role-specific interview simulations.

System Design
Amazon logo

Amazon

Data Scientist

Prepare for success with realistic, role-specific interview simulations.

Behavioral
  • Describe a probability distribution that is not normal, and explain how it could be applied in a real-world scenario?
  • What is a probability distribution that deviates from the typical normal distribution? Would you mind giving an instance of where it might be useful?
  • Can you talk about probability distribution that breaks away from the standard normal distribution? Additionally, could you give an example of a field where this probability distribution is relevant?
  • Could you provide an example of a probability distribution that doesn't fall under the normal distribution category? Additionally, Can you specify a scenario where this probability distribution would be suitable?
  • Please tell us about a probability distribution that doesn't abide by the standard normal distribution? Do you have an idea about any industry where this probability distribution could be applied?
  • What is a probability distribution that doesn't conform to the typical normal distribution? Could you relate it to an example of a business field where this distribution could be used?
  • Can you share a probability distribution that deviates from the regular normal distribution? Also, can you give us some illustrations of an actual world situation where this distribution is applicable?
  • Could you explain a probability distribution that is not normal? Further, can you shed some light on a real-life scenario where this could be utilized?
  • What is a non-normal probability distribution? Could you suggest a practical example where this distribution would be an appropriate tool?
  • Could you describe a probability distribution which doesn't conform to the normal distribution? Additionally, can you mention an industry example where this distribution applies?

Interview question asked to Data Scientists interviewing at Google, ZocDoc, Akamai and others: Describe a probability distribution that is not normal, and explain how it could be applied in a real-world scenario?.