ML & AI

Top 20 Best Machine Learning and Artificial Intelligence Books

Top 20 Best Machine Learning and Artificial Intelligence Books

The shape of future technology is at the hand of Artificial Intelligence. 'Artificial intelligence' and its baby 'Machine Learning' has become too powerful that other innovations have fallen way behind in this century. Its presence is hidden within us but performing numerous tasks to make our life easier. Our mobile phones, laptops, cameras, airplanes, spaceships, submarines, war equipment, etc., are adopting AI for a quick, smooth, and perfect result. Today we will discuss a list of artificial intelligence books and machine learning books that will show the evolution, importance, and application of Machine Learning and Artificial Intelligence.

As I said, Artificial Intelligence is the most powerful innovation; thus, there is no shortcut to learning it. All the machines which are there so far and on the way to get existence will be with the touch of AI.

So, if anyone lacks knowledge of artificial intelligence, it will be very tough to handle all the innovative and necessary machines and devices. We are here to suggest some of the best artificial intelligence pdf books and some machine learning books to make your study easier and fruitful on this subject. 

Artificial Intelligence and Machine Learning Books

This write-up will provide you with some best books on Artificial Intelligence and Machine Learning available on the internet. These books will help you know the background, development, structure, and deep analysis of AI and ML.

Books on some important fields like education, agriculture, games, transport, etc., are mentioned where the importance, application, and all other aspects of AI are pointed out clearly. I hope you can get all kinds of knowledge and taste of Artificial Intelligence and machine learning books from these.

1. Artificial Intelligence

It is a basic but detailed Artificial intelligence pdf book. The book discusses the very general and initial learnings about AI and then systematically goes into deep. It has different chapters as the discussion is elaborated and keeps a summary and background to make it concise and fruitful to the readers. The book gives different outstanding ways of learning artificial intelligence. You can learn different rules and languages from this book.

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2. Handbook of Artificial Intelligence

How about a book on AI that contains all of your answers related to AI? Yes, this is one of the best artificial intelligence and machine learning books rich in all information related to Artificial Intelligence and Machine Learning. The book is too vast and discusses every topic in an elaborated form.

AI, ML, DL are all very nicely discussed in the book. Some more important topics like Automatic Programming and important platforms of AI have come up in the book. The book has a special emphasis on Medicine, Education, Chemistry in its discussion.

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3. Artificial Intelligence- Intelligent Systems

For those who want to select AI as their course subject, this book is the perfect one as it provides basic introductory information and knowledge about AI. The book is a tutorial and prepared for primary-level learners. You need to have basic knowledge of computers, math, science, ML, etc.

The book covers almost all the important topics related to AI, like algorithms, logistics, languages, etc. It is one of the best artificial intelligence books that provide Robotics, Neural Networks, and many more. However, it can also be considered one of the best machine learning books.

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4. Artificial Intelligence In Society

The book is one of the perfect artificial intelligence books for people who want to grow interested in the topic. The layout of the book is outstanding, where almost all the areas and platforms are well covered. How AI is used worldwide and how we are engaged in AI is well discussed in the book. All the topics in the bookend up with references and notes to make it an authentic one. 

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5. Artificial Intelligence in Education

Education is always an essential platform for the application field of any innovation. The proper application of AI is the main discussion of this book. The book has firstly given the reason why AI is important in education and how to utilize it. It did not forget to highlight the background of artificial intelligence and machine learning.

The book will be very easy for the new reader as there is a discussion on the terminology. Advanced level readers will also get enough to read who knows AI but did not think of it with education. You can consider it as one of the best artificial intelligence and machine learning books. 

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6. Brief Introduction to Educational Implications of Artificial Intelligence

Treating Education as the backbone of a nation, the AI society has introduced intelligence artificially in the Education system. This artificial intelligence book is the right choice, which needs to understand better why AI or ML should be introduced to Education. Though the term 'brief' is with the title of the book, the book contains a considerable amount of information and materials to understand the book's aim. 

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7. Practical Artificial Intelligence Programming with Java

The book deals with two-dimensional grids, heuristic search, Power-Loom system, Semantic web, and many more. Like most of the basic artificial intelligence books, this book provides a good description of Neural Networks. Your concept will become clear about the Genetic Algorithm in AI after reading this book. Different tables and figures make the book very easy to understand and assimilate.

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8. Artificial Intelligence and Games

The book is a great book that illuminates the history, evolution, progress and further advancement of AI and Games. It will explain why you should relate and go deep with this book's study. The relation between artificial intelligence and the game is very clear in the book within its first part.

Gradually the book will teach you different methods and algorithms related to the topic. You can learn how to use AI in games like an expert that also includes modeling players. Finally, you will get knowledge and Visualization of future AI and games in the book.

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9. Artificial Intelligence in Transportation

How about a book that feeds you the concept of artificial intelligence in mobilization? Yes, this is one of the best artificial intelligence books that discuss transportation based on AI. All the book topics are written by renowned writers that cover neural networks, theories, AI and ML algorithms, and many more. The book is a good introductory and resourceful artificial intelligence pdf book available on the internet.

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10. Artificial Intelligence Application to Critical Transportation Issues

Transportation is a vital part of our life, and this artificial intelligence book will bring your mind out of traditional transportation methods to the AI system. You can judge whether AI suits transportation or not.

After that, one of the best machine learning books will discuss five different application areas of artificial intelligence in transportation. After that, a clear picture of future AI applications and prospects in transportation will be organized.

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11. Artificial Intelligence in Health and Health Care

Health is wealth, and AI has considered it with due importance. Thereby there are a lot of applications of AI and a lot of artificial intelligence books on Health. This is one of the best artificial intelligence books where advanced AI systems in the field of medicine are clear. The book also discusses personal networked devices and apps used in medical science. The algorithm of AI in this particular field is the main discussion part of this book. 

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12. Artificial Intelligence in Finance

Finance is a very vital field for artificial intelligence. It is one of the best machine learning books that discuss AI or ML and finance. This book has a nice historical background about AI, ML, and DL, like all other books. Chronologically the book discusses the way that AI changed the prospect and future of finance. The book discusses quantum computing and machine learning side by side to make it clear to the readers. 

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13. Explorations in Artificial Intelligence and Machine Learning

Artificial Intelligence and Machine Learning Explorations are a good choice from all the Machine Learning and Deep Learning books. This CRP PressBook contains the Bayesian approach, hidden Markov Models, Neural Networks any many more. The book puts a good emphasis on deep learning and artificial intelligence completeness. 

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14. Practical Artificial Intelligence for Dummies

Practical Artificial Intelligence for Dummies is a Narrative Science Edition and one of the best Artificial Intelligence books. The book evaluates artificial intelligence based on business requirements and erases all hype and confusion about AI. The reader can get good inspiration and future planning on AI after reading the book. 

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15. Introduction to Machine Learning- The Wikipedia Guide

Earlier I have termed a book as the bible of AI, and now I can tell you, this is a bible for Machine Learning. This massive book holds everything you need to know as a beginner and advanced level learners. There are a lot of theories, different languages, many learning systems, different analyses. The best part of the book is that each important terms and topics are very widely discussed, and you can get adequate knowledge for understanding that particular topic.

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16. Introduction to Machine Learning

Unlike the previous book, the book is also one of the best machine learning books that take machine learning to a good understanding level. The book comes with a good introduction along with probability, algorithms, limit theorems, etc. The book is concise but holds good information to feed the readers with adequate and exact information. 

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17. Machine Learning for Humans

This is the only Machine Learning book that systematically introduces Machine Learning with past, present, and future. The book discusses linear regression, loss functions, overfitting, gradient descent, logistic regression, gradient descent, dimensional reduction, PCA, VDA, and a lot in its supervised and unsupervised way of learning similar to this. The books present a good and curated list of resources for the learners.

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18. Machine Learning for Dummies

IBM brings you one of the best machine learning books named 'Machine Learning for Dummies' that offers you a great understanding of the topic. The book mainly discusses the first two parts to make the basic understanding of ML clear and how to apply ML. Gradually it discusses the ways to develop skills and utilization of ML in different innovative ways.

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19. Understanding Machine Learning From Theory to Algorithms

Machine learning is an integral part of artificial intelligence. This is book owns a good place among all the best machine learning books available. The book gives every detail of the theory that you need to know about ML. Simultaneously, as it says in its title, it provides full details of the algorithm to make the readers clear. You can get an exercise session after each chapter of the book.

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20. Deep Learning With Python

Deep learning is an essential branch in Machine Learning. We can consider it as a very standard and one of the best machine learning books. The book starts with fundamental things of deep learning, and after providing enough introduction and basics, it discusses advanced level studies.

A very nice, comprehensive discussion about the neural network with mathematical explanation is one of the book's prime discussions. The basic starting with neural networking is also a topic of study in the book. 

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Finally, Insights

Artificial intelligence is now such a technology that will produce different systems to ease human works very shortly. As an ideal user of present technology and a developer to the rising tech, we must work hard to know more and perfect artificial intelligence. So far, we have tried to give you some essential and quality deep learning, machine learning, and artificial intelligence books that will feed your hunger for learning.

We hope these books will help you a lot in your knowledge-seeking. Please share our effort and ease up others' efforts to find the best artificial intelligence books. You are always welcome if you have any suggestions or recommendations. Please let us know by commenting below. Your suggestions will be highly appreciated and valued.

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