Artificial Intelligence Interview Questions
Questions Answers Views Company eMail

What assumptions does linear regression machine learning algorithm make?

WalMart,

125

You have 2 dices. What is the probability of getting at least one 4? Also find out the probability of getting at least one 4 if you have n dices.

Facebook,

269

How will you design a recommendation engine for jobs?

LinkedIn,

148

How will you test a machine learning model for accuracy?

105

If we added one rider to the current SF market, how would that affect the existing riders and drivers?

Uber,

159

What would you add to Facebook and how would you pitch it and measure its success?

Facebook,

166

How will you test that there is increased probability of a user to stay active after 6 months given that a user has more friends now?

Facebook,

281

What data structures are available in the Pandas package in Python programming language?

WalMart,

125

What is a joke that people say about you and how would you rate the joke on a scale of 1 to 10?

Mu Sigma,

112

How to solve multi-collinearity?

Uber,

136

Count the total number of trees in United States.

Goldman Sachs,

118

Write a program to segment a long string into a group of valid words using Dictionary. The result should return false if the string cannot be segmented. Also explain about the complexity of the devised solution.

LinkedIn,

205

How can bogus Facebook accounts be detected?

Facebook,

135

How many dentists are there in US?

Facebook,

108

What motivates you to transition from academia to data science?

Insight,

101


Un-Answered Questions { Artificial Intelligence }

Why is resampling done?

103


Why does overfitting happen?

51


Name the methods for General component analysis and explain them?

171


What is the method to avoid overfitting?

114


what is the function of ‘unsupervised learning’?

56






What is the role of the activation function?

98


How to run tensorflow on hadoop?

1


Name various types of deep learning frameworks

134


What are the different types of Machine Learning?

77


Tell us what are some differences between a linked list and an array?

51


What is Random Forest?

70


What do you know about artificial intelligence? Give an example where ai is used in our regular lives?

509


Explain what if a file is corrupted or missing in a dataset?

1


What is clustering? What is the difference between kmeans clustering and hierarchical clustering?

111


What was bayes’ theorem? How was it useful in a machine learning context?

50