Artificial Intelligence Interview Questions
Questions Answers Views Company eMail

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

Microsoft,

105

What is the degree of freedom for lasso?

Adobe,

118

What are Type 1 and Type 2 errors ?

Citi Bank,

93

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?

110

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

LinkedIn,

102

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,

100

How will you handle missing data ?

IBM,

105

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

Adobe,

149

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,

95

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,

106

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

Airbnb,

112

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

255

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,

89

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

240

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,

162


Un-Answered Questions { Artificial Intelligence }

What is an ai technique?

535


Will Uber cause city congestion?

198


What is the benefit of naive bayes in machine learning?

49


How to determine the number of clusters in k-means clustering algorithm?

89


How k-means clustering is different from knn?

3






How do you control for biases?

51


Why naive bayes is called naive?

56


Describe the expert system and its characteristics?

465


 In many problems the path to goal is irrelevant, this class of problems can be solved using, a) Informed Search Techniques b) Uninformed Search Techniques c) Local Search Techniques d) Only a and b

2352


What is the difference between cuda cores and tensor cores?

1


Explain how can we use your machine learning skills to generate revenue?

70


What is a binary classification in machine learning?

49


In hmm, where does the additional variable is added?

522


Explain artificial intelligence examples and applications?

564


How many kinds of kohonen networks exist?

708