Artificial Intelligence Interview Questions

By Tech Interviews

Artificial Intelligence Interview Questions & Answers

 

Artificial Intelligence is a newly emerging term in IT field. AI is a computer system able to perform tasks that requires human intelligence. Many of these artificial intelligence systems are powered by machine learning, some of them are powered by deep learning and some of them are powered by very boring things like rules.

 

This workbook contains extensive set of Artificial Intelligence / Deep Learning questions and answers that can help clear your understanding on the topic and also help in responding to questions posed to an interviewee. With the difficulty level of questions ranging from low to high, we intend to cater to the requirements of masses.

 

This guide will benefit:

•             A beginner who has never faced any Machine Learning / Artificial Intelligence interview

•             Anyone who wants a brief on Artificial Intelligence

•             Professional who want answers with examples and explanation

•             One who don't know what "They" really want to hear….

 

How should you read this book?

 

You have to first do a slow reading of all the questions in this book. Once you go through them in the first pass, mark the questions that you could not answer by yourself. Then, in second pass go through only the difficult questions. After going through this book 2-3 times, you will be well prepared to face a technical interview for a Machine Learning position.

 

What are the sample questions in this book?

 

1) What is reinforcement learning?

2) How are weights initialized in a Network?

3) Why do we actually need convolutions? Can't we use fully-connected layers for that?

4) Explain LSTM hyperparameter tuning?

5) Explain Multi-layer Perceptron(MLP)?

6) Name problems with sigmoid as an activation function?

7) What regularization techniques for neural nets do you know?

8) What are the different layers of Autoencoders? Explain briefly.

9) 'People who bought this also bought…' recommendations seen on Amazon are a result of which algorithm?

10) Can overfitting happen in a neural network? If yes, how to deal with overfitting in a neural network?

• Language: English
• Publisher: Tech Interviews
• Release date: May 25, 2020
• ISBN: 9781393469896

Book preview

Artificial Intelligence Interview Questions and Answers

Copyright © 2020 by Tech Interviews

Cover and Internal design © Tech Interviews

All rights reserved. No part of this book may be reproduced, distributed, or transmitted in any form or by any means, including photocopying, recording, or other electronic or mechanical methods, without the prior written permission of the author. All brand names and product names used in this book are trade names of their respective holders. I am not associated with any product or vendor in this.

Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the author, nor its dealers and distributors will be held liable for any damages caused or alleged to be caused directly or indirectly by this book.

Tech Interviews books are available at special quantity discount for sales, promotions or for use in corporate training programs. For more information, please write to [e-mail]

Please email feedback / corrections (technical, grammatically or spelling) to [e-mail].

Preface

This workbook contains extensive set of Artificial Intelligence questions and answers that can help clear your understanding on the topic and also help in responding to questions posed to an interviewee. With the difficulty level of questions ranging from low to high, we intend to cater to the requirements of masses. 

We've identified that in today's competitive careers job market, it is essential that one should structure his/her responses in line with the questions asked. This guide exactly helps you in this area. It will show you how to do this to great effect.

The motto behind writing this book is to provide the readers a crisp yet extensive and complete set of questions asked in interviews. I’ve provided clear explanation with question and answers to make concepts clear.

After going through this book, you will have clarity on the basics, structure and usage of Artificial Intelligence. Also, you’ll be competitive enough to crack most of the interviews.

This book is not only for Artificial Intelligence Practitioner but also for those who are interested in some brief of Artificial Intelligence. We understand the need of good and quick technology knowledge for our jobs and also for interviews.  I hope you will like this book which will inspire us to publish more helpful books for you.

Who Needs This Book?

This guide will benefit:

A beginner who has never faced any Artificial Intelligence / Deep Learning interview

Anyone who wants a brief on Artificial Intelligence / Deep Learning

Professional who want answers with examples and explanation

One who don’t know what They really want to hear….

Need How To tips, phrases, and words for answering job interview questions

Question:

What do you mean by Deep Learning?

Answer:

Deep Learning is nothing but a paradigm of machine learning which has shown incredible promise in recent years. This is because of the fact that Deep Learning shows a great analogy with the functioning of the human brain.

Question:

What is the difference between machine learning and deep learning?

Answer:

Machine learning is a field of computer science that gives computers the ability to learn without being explicitly programmed. Machine learning

Reviews for Artificial Intelligence Interview Questions

[Sophia · Rating: 5 out of 5 stars]

A good read for Artificial Intelligence Interview Questions and Answers