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15 Best Artificial Intelligence Books [Beginners, Pros & Business Leaders]

Engati Team
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Feb 28
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5-6 mins

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15 Best Artificial Intelligence Books for Beginners, Professionals, and Business Leaders

Looking for artificial intelligence books to get introduced to the domain, fine-tune your skills or see how you can use these technologies in your organization? Here’s a list of the 15 best artificial intelligence books for beginners, AI professionals, and business leaders who want to incorporate AI into their strategies.

The 5 Best Artificial Intelligence Books for Beginners

1

Artificial Intelligence Basics: A Non-Technical Introduction

Author - Tom Taulli

Artificial Intelligence Basics: A Non-Technical Introduction - Tom Taulli


This artificial intelligence book is great for beginners because it teaches you the fundamentals of AI and explains concepts like Machine Learning, Deep Learning, Natural Language Processing, Robotics, and much more in a simple, non-technical manner.

Get the book here!

2

Artificial Intelligence – A Modern Approach

Authors - Stuart Russell & Peter Norvig

Artificial Intelligence – A Modern Approach (4th Edition) - Stuart Russell & Peter Norvig

This is widely considered to be one of the best artificial intelligence books for beginners. It isn’t overly technical, but it offers you a good overview of the various topics that are included in the domain of artificial intelligence. It covers search algorithms, game theory, multi-agent systems, statistical Natural Language Processing, local search planning methods, and more. 

Get the book here!

3

Artificial Intelligence: The Basics

Author - ​​Kevin Warwick

Artificial Intelligence: The Basics - ​​Kevin Warwick

This AI book offers you a basic understanding of the various aspects of artificial intelligence and shows you several methods through which they could be implemented. It walks you through the history of AI, talks about the current state of AI, and even speculates on the future of artificial intelligence.

Get the book here!

4

Artificial Intelligence For Dummies

Authors - John Paul Mueller and Luca Massaron

Artificial Intelligence For Dummies - John Paul Mueller and Luca Massaron

Artificial Intelligence For Dummies introduces you to artificial intelligence, provides you with an overview of the technology, and tackles a lot of the common misconceptions regarding artificial intelligence. It explains the role of data, the use of algorithms, and even dives into carrying out data analysis for artificial intelligence as well as using AI in hardware applications like robots, drones, AI-driven cars, etc.

Get the book here!


5

Artificial Intelligence Engines: A Tutorial Introduction to the Mathematics of Deep Learning

Author - James V Stone

Artificial Intelligence Engines: A Tutorial Introduction to the Mathematics of Deep Learning - James V Stone

This book helps you understand the main neural network learning algorithms and offers you detailed mathematical analyses. Online computer programs collated from open source repositories provide you with a hands-on experience of neural networks. It’s a great introduction to the algorithmic engines of modern-day artificial intelligence.

Get the book here!


The 5 Best Artificial Intelligence Books for Professionals

1

The Elements of Statistical Learning

Author - Trevor Hastie, Robert Tibshirani, and Jerome Friedman

The Elements of Statistical Learning - Trevor Hastie, Robert Tibshirani, and Jerome Friedman

Being well versed in statistics is absolutely critical for data scientists, and this book is particularly helpful for that. It grants you a comprehensive explanation of the most vital concepts in statistical learning, without needing to be a mathematics expert to understand the concepts.

It even goes through supervised and unsupervised learning, including SVMs, neural networks and decision trees, random forests, LASSO regression, etc.

Get the book here!


2

Probability Theory: A Comprehensive Course

Author - Achim Klenke

Probability Theory: A Comprehensive Course - Achim Klenke

This book dives deep into probability theory. It’s not for beginners, rather, it’s intended for people who already have a good amount of experience with probability theory. It starts with measure theory and then gets into concepts of independence, conditional probabilities, martingales, Markov chains, stochastic processes and stochastic integrals. It’s a great read if you want to understand probability from a mathematical perspective.

Get the book here!

3

Artificial Intelligence: A New Synthesis

Author - Nils J. Nilsson

Artificial Intelligence: A New Synthesis - Nils J. Nilsson

This book goes over neural networks, reasoning, and Bayesian networks. It covers critical AI concepts, and uses explanatory diagrams. It’s could basically be considered to be required reading for advanced artificial intelligence professionals.

Get the book here!

4

Artificial Intelligence and Soft Computing: Behavioral and Cognitive Modeling of the Human Brain

Author - Amit Konar

Artificial Intelligence and Soft Computing: Behavioral and Cognitive Modeling of the Human Brain - Amit Konar

This book starts with the behavioral opinion of human cognition. It drills down on the tools and techniques required for machines to intelligently realize it. It goes over the symbolic logic, classical aspects-search, planning, and machine learning in depth and even goes over recent research in these domains.

Get the book here!

5

Python: Advanced Guide to Artificial Intelligence

Authors - Giuseppe Bonaccorso, Armando Fandango, Rajalingappaa Shanmugamani

Python: Advanced Guide to Artificial Intelligence - Giuseppe Bonaccorso, Armando Fandango, Rajalingappaa Shanmugamani

This book is good for learning a lot of the widely used machine learning algorithms. It shows you how to extract features from your dataset and carry out dimensionality reduction by making use of  Python-based libraries.

It even shows you the advanced features of Tensorflow and how to use different techniques related to object classification, object detection, image segmentation, and much more.

Get the book here!

The 5 Best Artificial Intelligence Books for Business leaders

1

Applied Artificial Intelligence: A Handbook for Business Leaders

Authors - Mariya Yao, Adelyn Zhou, Marlene Jia

Applied Artificial Intelligence: A Handbook for Business Leaders - Mariya Yao, Adelyn Zhou, Marlene Jia

This artificial intelligence book is a guide for business leaders who are interested in leveraging AI solutions for their organizations. It offers you a solid framework of AI and machine learning, along with examples that are quite useful.

The book goes over technical as well as non-technical topics and can be rather useful when you’re trying to understand and implement AI solutions in your business. It gives you a good overview of the domain and provides you with explanations of the inner workings of AI that are sufficient for you to gain a qualitative understanding of AI.

Get the book here!

2

Human + Machine: Reimagining Work in the Age of AI

Authors - Paul R. Daugherty and H. James Wilson

Human + Machine: Reimagining Work in the Age of AI by [Paul R. Daugherty, H. James Wilson]

The book goes over the essence of the AI paradigm, which aids you in understanding how the business processes inside an organization could be transformed for better results. The author talks about humans and machines working together and shows you how companies are making use of artificial intelligence to innovate further. It even six entirely new types of hybrid human + machine roles that every company should develop.

Get the book here!

3

Artificial Intelligence and Machine Learning for Business: A No-Nonsense Guide to Data-Driven Technologies

Author - Steven Finlay

Artificial Intelligence and Machine Learning for Business: A No-Nonsense Guide to Data Driven Technologies by [Steven Finlay]

This artificial intelligence book is uniquely suited for business leaders and managers because it doesn’t bother much with the technical jargon that tends to appear a lot in this domain. It explains complicated AI terms and concepts, predictive analytics, statistics in layman's terms.

The book focuses on the practical application of AI solutions and even touches on how to work with data scientists to get the most value out of the AI technologies.

Get the book here!

4

AI for People and Business

Author - Alex Castrounis

AI for People and Business - Alex Castrounis

This book will help you understand what AI really is, figure out how you can identify AI opportunities, and even shows you how you can develop and execute an effective and successful AI vision and strategy for your business.

Get the book here!

5

Artificial Intelligence for Marketing: Practical Applications

Author - Jim Sterne

Artificial Intelligence for Marketing: Practical Applications - Jim Sterne

While this book won’t really teach you how to be a data scientist, it will show you how you can use artificial intelligence and machine learning to completely transform your marketing strategy. It will give you an overview of the most important aspects of artificial intelligence such as natural language processing, speech recognition, and machine learning, letting you see how you can use these technologies to step up your marketing game and get more out of your campaigns.

Get the book here!


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