Machine Learning (Hypothesis Testing) Interview Questions


This page represents a list of questions which can be used for preparation of machine learning interviews. The following are some of the areas covered in this set of questions:

Null hypothesis is a general statement that there is a relationship between two measured phenonmenon?

The hypothesis that chance or random processes alone are responsible for the results is called as _______ hypothesis?

Rejecting null hypothesis implies that there is an association between two measured entities?

If the data collected as a result of random sampling process does provide strong evidence against null hypothesis, then the null hypothesis is rejected.

If the test scores differ based on the gender group such as male or female or other parameters included in the tests, then the null hypothesis can be rejected.

If the data observed in the sample test is highly unlikely to occur, then the null hypothesis is ________?

Given two samples taken from the same population, a stronger null hypothesis would mean _______?

P-value less than ________ would mean that null hypothesis can be rejected.

In case the estimated value is more than or less than the reference value, which of the following test is appropriate?

Ajitesh Kumar

Ajitesh Kumar

Ajitesh has been recently working in the area of AI and machine learning. Currently, his research area includes Safe & Quality AI. In addition, he is also passionate about various different technologies including programming languages such as Java/JEE, Javascript and technologies such as Blockchain, mobile computing, cloud-native technologies, application security, cloud computing platforms, big data etc.

He has also authored the book, Building Web Apps with Spring 5 and Angular.
Ajitesh Kumar

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