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Artificial Intelligence Interview Questions
Questions Answers Views Company eMail

What do you understand by Eigenvectors and Eigenvalues?

114

What is A/B Testing?

143

What is Cluster Sampling in Machine Learning?

120

Name a few libraries in Python used for Data Analysis and Scientific Computations?

124

Which library would you prefer for plotting in Python language: Seaborn or Matplotlib or Bokeh?

130

How are NumPy and SciPy related?

137

What is the main difference between a Pandas series and a single-column DataFrame in Python?

119

How can you handle duplicate values in a dataset for a variable in Python?

236

What is false positive and false negative and how are they significant?

105

What is semi-supervised Machine Learning?

121

What is 'naive' in the Naive Bayes classifier?

111

When will you use classification over regression?

124

How will you design an email spam filter?

202

What is Random Forest?

117

What’s the difference between a generative and discriminative model?

110


Un-Answered Questions { Artificial Intelligence }

What does Machine Learning mean for the Future of Data Science?

357


Why is it mandatory to clean a data set?

381


How knn was different from k-means clustering?

972


Why naïve bayes is called naïve?

105


Explain what is a recommendation system?

90


How does an LSTM network work?

1178


What is sequence-to-sequence model?

3


Explain applications of Natural language processing?

874


When should one use mean absolute error over root mean square error as a performance measure for regression problems?

162


Differentiate between statistics and ML?

145


____________ are algorithms that learn from their more complex environments (hence eco) to generalize, approximate and simplify solution logic. a) Fuzzy Relational DB b) Ecorithms c) Fuzzy Set d) None of the mentioned

3918


What is the difference between select and update query?

405


Explain what are different stages of 'data mining”?

56


Give an algorithm for the following problem. Given a list of n distinct positive integers, partition the list into two sublists, each of size n/2, such that the difference between the sums of the integers in the two sublists is minimized. You may assume that n is a multiple of 2.

2690


What are Random Forests?

352