Top AI books curated by experts

At MentorCruise, we are all about making the most out of the experience of others. As part of that, we have connected and asked dozens of experts and professionals about their favouriteAI books – and here are the answers.

  • Curated by industry experts
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Top AI books recommended by experts
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Fundamentals of AI

Understanding the concepts of AI starts with understanding the fundamentals. On your way to mastery, it's crucial for you to understand how certain concepts were derived, and why things work like they do. Starting with these resources is the best way to do so.

The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies

The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies

In recent years, Google’s autonomous cars have logged thousands of miles on American highways and IBM’s Watson trounced the best human Jeopardy! players. Digital technologies―with hardware, software, and networks at their core―will in the near future diagnose diseases more accurately than doctor…

Recommended by the experts and mentors at MentorCruise.

Human Compatible

Human Compatible

Human Compatible by Stuart Russell is a thought-provoking read on the future of artificial intelligence. It delves into the risks that AI poses to our civilization, and proposes solutions for ensuring a safe and desirable outcome.

Recommended by the experts and mentors at MentorCruise.

Artificial Intelligence: A Modern Approach, Global Edition

Artificial Intelligence: A Modern Approach, Global Edition

Thelong-anticipated revision of ArtificialIntelligence: A Modern Approach explores the full breadth and depth of the field of artificialintelligence (AI). The 4th Edition brings readers up to date on the latest technologies,presents concepts in a more unified manner, and offers new or expanded c…

Recommended by the experts and mentors at MentorCruise.

Fundamentals of Machine Learning for Predictive Data Analytics: Algorithms, Worked Examples, and Case Studies

Fundamentals of Machine Learning for Predictive Data Analytics: Algorithms, Worked Examples, and Case Studies

Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification.

Recommended by the experts and mentors at MentorCruise.

The Singularity Is Nearer: When We Merge with AI

The Singularity Is Nearer: When We Merge with AI

Since it was first published in 2005, Ray Kurzweil’s The Singularity Is Near and its vision of an exponential future have spawned a worldwide movement. Kurzweil's predictions about technological advancements have largely come true, with concepts like AI, intelligent machines, and biotechnology n…

Recommended by the experts and mentors at MentorCruise.

Deep Learning

Deep Learning

Deep learning is a method in artificial intelligence (AI) that teaches computers to process data in a way that is inspired by the human brain. Deep learning models can recognize complex patterns in pictures, text, sounds, and other data to produce accurate insights and predictions.

Recommended by the experts and mentors at MentorCruise.

Additional AI Reading

These books are not required for you to learn AI, but they are highly recommended for you to deepen your knowledge.

Co-Intelligence: Living and Working with AI

Co-Intelligence: Living and Working with AI

Something new entered our world in November 2022 — the first general purpose AI that could pass for a human and do the kinds of creative, innovative work that only humans could do previously. Wharton professor Ethan Mollick immediately understood what ChatGPT meant: after millions of years on ou…

Recommended by the experts and mentors at MentorCruise.

Superintelligence: Paths, Dangers, Strategies

Superintelligence: Paths, Dangers, Strategies

The human brain has some capabilities that the brains of other animals lack. It is to these distinctive capabilities that our species owes its dominant position. If machine brains surpassed human brains in general intelligence, then this new superintelligence could become extremely powerful - po…

Recommended by the experts and mentors at MentorCruise.

Reinforcement Learning

Reinforcement Learning

Reinforcement learning is an autonomous, self-teaching system that essentially learns by trial and error. It performs actions with the aim of maximizing rewards, or in other words, it is learning by doing in order to achieve the best outcomes.

Recommended by the experts and mentors at MentorCruise.

Artificial Intelligence: A Modern Approach

Artificial Intelligence: A Modern Approach

“Artificial Intelligence: A Modern Approach” goes beyond the basics and delves into advanced topics in AI. It covers natural language processing, an area concerned with enabling computers to understand and generate human language. The book explores techniques for parsing, semantic analysis, and …

Recommended by the experts and mentors at MentorCruise.

A Brief History of Artificial Intelligence: What It Is, Where We Are, and Where We Are Going

A Brief History of Artificial Intelligence: What It Is, Where We Are, and Where We Are Going

The somewhat ill-defined long-term aim of AI is to build machines that are conscious, self-aware, and sentient; machines capable of the kind of intelligent autonomous action that currently only people are capable of. As an AI researcher with 25 years of experience, professor Mike Wooldridge has …

Recommended by the experts and mentors at MentorCruise.

Knowledge Representation, Reasoning, and the Design of Intelligent Agents: The Answer-Set Programming Approach

Knowledge Representation, Reasoning, and the Design of Intelligent Agents: The Answer-Set Programming Approach

Knowledge representation and reasoning is the foundation of artificial intelligence, declarative programming, and the design of knowledge-intensive software systems capable of performing intelligent tasks. Using logical and probabilistic formalisms based on answer set programming (ASP) and actio…

Recommended by the experts and mentors at MentorCruise.

Specializations and Deeper AI Knowledge

You've got your basics in order – time to move on to some advanced and specialized concepts. AI is evolving every day, these books can help you master it.

Artificial Intelligence By Example: Acquire Advanced AI, Machine Learning, and Deep Learning Design Skills, 2nd Edition

Artificial Intelligence By Example: Acquire Advanced AI, Machine Learning, and Deep Learning Design Skills, 2nd Edition

AI has the potential to replicate humans in every field. Artificial Intelligence By Example, Second Edition serves as a starting point for you to understand how AI is built, with the help of intriguing and exciting examples. This book will make you an adaptive thinker and help you apply concepts…

Recommended by the experts and mentors at MentorCruise.

The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World

The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World

In the world's top research labs and universities, the race is on to invent the ultimate learning algorithm: one capable of discovering any knowledge from data, and doing anything we want, before we even ask. In The Master Algorithm, Pedro Domingos lifts the veil to give us a peek inside the lea…

Recommended by the experts and mentors at MentorCruise.

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