Quiz

Machine Learning Basic Level Interview Questions Quiz (Multiple Choice)

Mr. AI December 25, 2024

Spread the love

Test your knowledge by answering the Machine Learning Interview Questions Quiz (Basic Level)

Machine Learning Basic Level Interview Questions

1 / 15

What is Machine Learning?

A subset of AI that enables systems to learn from data

A rule-based system

A software testing method

A computer hardware component

2 / 15

Which of the following is a type of Machine Learning?

Supervised Learning

Unsupervised Learning

Reinforcement Learning

All of the above

3 / 15

What is supervised learning?

Learning from labeled data

Learning without any data

Learning by trial and error

Learning through human supervision

4 / 15

Which of the following is an example of unsupervised learning?

K-Means Clustering

Linear Regression

Logistic Regression

Support Vector Machines

5 / 15

What is the purpose of a training dataset?

To evaluate model performance

To store test data

To train the machine

To reduce model bias

6 / 15

Which algorithm is used for classification?

Logistic Regression

K-Means Clustering

Random Forest

Apriori Algorithm

7 / 15

What is overfitting in Machine Learning?

When a model learns noise instead of pattern

When a model performs well on all datasets

When a model generalizes well

When a model is too simple

8 / 15

Which of the following is a common Machine Learning library in Python?

NumPy

TensorFlow

Pandas

Scikit-Learn

9 / 15

Which metric is commonly used to evaluate classification models?

Accuracy

Mean Squared Error

Precision

Correlation Coefficient

10 / 15

What is the role of a loss function in Machine Learning?

To visualize the dataset

To train the machine

To compute the difference between predicted and actual values

To generate synthetic data

11 / 15

Which of the following is a clustering algorithm?

K-Means

Linear Regression

Random Forest

Logistic Regression

12 / 15

Which type of Machine Learning involves reward-based learning?

Supervised Learning

Unsupervised Learning

Reinforcement Learning

Deep Learning

13 / 15

What is feature engineering in Machine Learning?

Removing unnecessary data from features

Creating new features from existing data

Combining multiple datasets

Normalizing data values

14 / 15

Which of the following is an example of a regression algorithm?

Decision Trees

K-Means Clustering

Linear Regression

Neural Networks

15 / 15

What is a neural network?

A model inspired by the human brain

A type of regression model

A set of decision trees

A rule-based AI model

Your score is

The average score is 66%

Python Basics Interview Questions Quiz (Multiple Choice)

Python Intermediate Level Interview Questions Quiz (Multiple Choice)

Machine Learning Basic Level Interview Questions Quiz

Last updated on December 22, 2024

Mr. AI

My name is Ram. I am a Data Scientist and Machine Learning expert with good knowledge in Generative AI. Working for a top MNC in New York city. I am writing this blog to share my knowledge with enthusiastic learners like you.

View All Posts

Comments

No comments yet. Why don’t you start the discussion?

Machine Learning Basic Level Interview Questions Quiz (Multiple Choice)

Related:

Comments

Leave a Reply Cancel reply