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Artificial Intelligence Interview Questions
Questions Answers Views Company eMail

How can you compute an inverse matrix faster by playing with some computation tricks?

Microsoft,

336

What is the degree of freedom for lasso?

Adobe,

353

What are Type 1 and Type 2 errors ?

Citi Bank,

336

You are creating a report for user content uploads every month and observe a sudden increase in the number of upload for the month of November. The increase in uploads is particularly in image uploads. What do you think will be the cause for this and how will you test this sudden spike?

401

What are the factors used to produce "People You May Know" data product on LinkedIn?

LinkedIn,

315

You have a bag with 6 marbles. One marble is white. You reach the bag 100 times. After taking out a marble, it is placed back in the bag. What is the probability of drawing a white marble at least once?

Microsoft,

313

How will you handle missing data ?

IBM,

444

Check whether a given integer is a palindrome or not without converting it to a string.

Adobe,

392

Suppose that American Express has 1 million card members along with their transaction details. They also have 10,000 restaurants and 1000 food coupons. Suggest a method which can be used to pass the food coupons to users given that some users have already received the food coupons so far.

American Express,

332

You are given a training dataset of users that contain their demographic details, the pages on Facebook they have liked so far and results of psychology test based on their personality i.e. their openness to like FB pages or not. How will you predict the age, gender and other demographics of unseen data?

American Express,

339

Do you have some knowledge of R - analyse a given dataset in R?

Airbnb,

327

What will be your expected earnings with the two roll strategy?

502

Burn two ropes, one needs 60 minutes of time to burn and the other needs 30 minutes of time. How will you achieve this in 45 minutes of time ?

Citi Bank,

338

How can you build and test a metric to compare ranked list of TV shows or Movies for two Netflix users?

566

How do you take millions of users with 100's of transactions each, amongst 10000's of products and group the users together in a meaningful segments?

Apple,

430


Un-Answered Questions { Artificial Intelligence }

Tell me what are your favorite use cases of machine learning models?

90


How do I learn Python machine learning?

161


What is an example of strong artificial intelligence?

962


Can you explain the concept of quantum parallelism and its implications for AI?

78


Explain what is the function of ‘Supervised Learning’?

91


Explain the difference between bayes and naive bayes?

146


Explain Examples of Data Science?

341


What is meant by classical ANOVA?

402


What challenges do developers face in implementing AI in gaming?

72


Tell us an example where ensemble techniques might be useful?

84


How does XAI mitigate the risks of biased decision-making?

86


What are advantages of fuzzy logic systems?

1099


What is your understanding of the different types of cloud-based machine learning services?

81


What are tensorflow loaders?

3


Please explain the goal of a/b testing.

350