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Artificial Intelligence Interview Questions
Questions Answers Views Company eMail

A stranger uses a search engine to find something and you do not know anything about the person. How will you design an algorithm to determine what the stranger is looking for just after he/she types few characters in the search box?

WalMart,

388

Define standard deviation, mean, mode and median.

Mu Sigma,

382

There are 8 identical balls and only one of the ball is slightly heavier than the others. You are given a balance scale to find the heavier ball. What is the least number of times you have to use the balance scale to find the heavier ball?

Goldman Sachs,

288

What kind of product you want to build at LinkedIn?

LinkedIn,

276

How will you explain JOIN function in SQL to a 10 year old ?

Uber,

340

What is the probability of pulling a different shape or a different colour card from a deck of 52 cards?

Facebook,

277

Given 2 vectors, how will you generate a sorted vector?

LinkedIn,

296

Create a program in a language of your choice to read a text file with various tweets. The output should be 2 text files-one that contains the list of all unique words among all tweets along with the count for repeated words and the second file should contain the medium number of unique words for all tweets.

Insight,

333

What do you understand by parametric and non-parametric methods? Explain with examples.

WalMart,

283

State some use cases where Hadoop MapReduce works well and where it does not.

WalMart,

311

You can roll a dice three times. You will be given $X where X is the highest roll you get. You can choose to stop rolling at any time (example, if you roll a 6 on the first roll, you can stop). What is your expected pay-out?

Facebook,

290

You are at a Casino. You have two dices to play with. You win $10 every time you roll a 5. If you play till you win and then stop, what is the expected pay-out?

Facebook,

320

How will you fix multi-colinearity in a regression model?

WalMart,

280

What are the metrics you will use to track if Uber's paid advertising strategies to acquire customers work? How will you figure out the acceptable cost of customer acquisition?

Uber,

264

How will you design the heatmap for Uber drivers to provide recommendation on where to wait for passengers? How would you approach this?

Uber,

1672


Un-Answered Questions { Artificial Intelligence }

Which one would you prefer to choose – model accuracy or model performance?

176


Explain false negative, false positive, true negative and true positive with a simple example?

87


How many types are available in machine learning?

184


You're implementing a medieval strategy game in which pikemen should always walk in front of archers, and catapults should always be behind the archers. Explain how you could implement the movement system to ensure that you keep pikemen in front and catapults in the rear as much as possible. Explain how your answer might be different depending on whether or not the units simply need to end up in that configuration when they reach that destination, or if they need to maintain that formation while moving.

665


Name methods of classification methods?

28


77 a pic s9(5)comp-3,77 b pic x(5),move a to b or b to a?is possible or not.

1455


What is pragmatic analysis?

806


“People who bought this, also bought….” Recommendations on amazon are a result of which machine learning algorithm?

146


Explain the deep learning and its relation to artificial intelligence?

1


Describe the concept of brain-inspired AI architectures.

57


How is AI used in content creation tools?

69


How does AI enhance threat detection in cybersecurity?

61


What steps can be taken to measure, learn from, and celebrate success in Generative AI projects?

454


How do you make good annotations?

737


How do few-shot and zero-shot learning influence prompt engineering?

27