AI Technical Interview Question

AI Technical Interview QuestionadminJanuary 12, 2025January 12, 2025

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Daily updated practice questions for preparing for technical interviews in AI

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AI Technical Interview Question Practice !

1 / 4

What is the primary difference between regression and classification in machine learning?

Regression predicts continuous values, while classification predicts categorical labels.

Regression predicts categorical labels, while classification predicts continuous values.

Both predict categorical labels but use different algorithms.

Regression is supervised learning, while classification is unsupervised learning.

2 / 4

Which of the following is true for classification problems?

The output is always a numerical value

The output must be a probability distribution

The output can only be binary

The output is a discrete label or category

3 / 4

Which metric is most commonly used to evaluate regression models?

Accuracy

Precision

F1-Score

Mean Squared Error

4 / 4

Predicting the price of a house based on its features is an example of:

Classification

Regression

Clustering

Logistic Regression

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