Browse all recommendations

Books recommended by AI researchers. 6 people, 25 books. Recommendation records: 26.

Every matching recommendation record appears here, grouped by person and book. Editorial starting points are on the collection overview.

Page 1 of 1 · Recommendation records on this page: 26.

Cover unavailable for Deep Learning

Deep Learning

Documented citation: Suggested as more advanced technical reading.

The concluding learning-resources passage directs advanced readers to the book then being written. This 2015 guidance predates the final 2016 edition; it does not claim he endorsed a later revision or every book claim.

Documented citation · Recommended
Evidence details What a Deep Neural Network thinks about your #selfie

This source documents the book relationship, but the displayed text is a catalog summary rather than a verbatim quote.

Andrej Karpathy · 2015-10-25 · accessed 2026-10-02

article · Original written source

The concluding learning-resources passage directs advanced readers to the book then being written. This 2015 guidance predates the final 2016 edition; it does not claim he endorsed a later revision or every book claim.

Open source
Portrait unavailable for Andrej KarpathyAndrej Karpathy

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Cover unavailable for Deep Learning

Deep Learning

Documented citation: Explicitly recommends the upcoming Deep Learning manuscript after ML/statistical foundations.

Existing catalog work. Recommendation predates 2016 publication; do not assert later-edition endorsement.

Documented citation · Recommended
Evidence details How would your curriculum for a machine learning beginner look like?

This source documents the book relationship, but the displayed text is a catalog summary rather than a verbatim quote.

Sebastian Raschka · undated · accessed 2026-10-05

article · Historical personal study-plan recommendations

Explicitly recommends the upcoming Deep Learning manuscript after ML/statistical foundations.

Open source
Portrait unavailable for Sebastian RaschkaSebastian Raschka

View evidence on Sebastian Raschka’s profile

Cover of Godel, Escher, Bach

Godel, Escher, Bach

Why this author is included

Douglas R. Hofstadter · Pulitzer-winning cognitive scientist

Tying together Godel's incompleteness theory with mathematics, with Escher's drawings, and Bach's fugues. And showing they're all related in some way.

Hassabis described the book while discussing works that influenced how he thinks about minds and intelligence.

Exact quote verified · Recommended
Evidence details Demis Hassabis: The interview

We captured the recommendation language from the source.

YouTube · timestamp 22:56 · accessed 2026-06-17

video · YouTube interview clip

Timestamped source link discovered from a public recommendation index and retained as the original video source URL.

Open source
Demis Hassabis at the Royal SocietyDemis Hassabis
AmazonAudibleBookshop.orgAffiliate disclosure: We may earn a commission when you buy through some links. Recommendations are included because of the source, not because of the retailer. Details

View evidence on Demis Hassabis’s profile

Cover of Surely You're Joking, Mr. Feynman!

Surely You're Joking, Mr. Feynman!

Why this author is included

Richard Feynman · Nobel physicist

Ralph Leighton · Co-author

Documented citation: I really recommend to any students watching this to read those books.

The article reports Hassabis naming Richard Feynman's memoir as influential during his student years and recommending Feynman's books to students in a 2024 Nobel Prize interview context.

Documented citation · Recommended
Evidence details When Google AI CEO Demis Hassabis shared the book that influenced him most as a student and said: I really recommend to every student to read these books

This source documents the book relationship, but the displayed text is a catalog summary rather than a verbatim quote.

The Times of India · 2026-03-18 · accessed 2026-06-20

article · Reported Nobel interview recommendation

The article reports that Hassabis said Feynman's memoir influenced him as a student and quoted him recommending those books to students during a Nobel Prize interview in Stockholm.

Open source
Demis Hassabis at the Royal SocietyDemis Hassabis
AmazonAudibleBookshop.orgAffiliate disclosure: We may earn a commission when you buy through some links. Recommendations are included because of the source, not because of the retailer. Details

View evidence on Demis Hassabis’s profile

Cover unavailable for Contact

Contact

Documented citation: In his own ranked science-fiction reviews, Karpathy says he liked the book substantially more than its movie adaptation.

Personal science-fiction reading recommendation; not a technical AI study assignment.

Documented citation · Recommended
Evidence details Books

This source documents the book relationship, but the displayed text is a catalog summary rather than a verbatim quote.

Andrej Karpathy · undated; accessed 2026-10-05 · accessed 2026-10-05

article · Personal ranked science-fiction reviews

In his own ranked science-fiction reviews, Karpathy says he liked the book substantially more than its movie adaptation.

Open source
Portrait unavailable for Andrej KarpathyAndrej Karpathy
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Cover unavailable for Exhalation

Exhalation

Documented citation: In his own ranked science-fiction reviews, Karpathy explicitly identifies the collection as required reading.

Personal science-fiction reading recommendation; not a technical AI study assignment.

Documented citation · Recommended
Evidence details Books

This source documents the book relationship, but the displayed text is a catalog summary rather than a verbatim quote.

Andrej Karpathy · undated; accessed 2026-10-05 · accessed 2026-10-05

article · Personal ranked science-fiction reviews

In his own ranked science-fiction reviews, Karpathy explicitly identifies the collection as required reading.

Open source
Portrait unavailable for Andrej KarpathyAndrej Karpathy
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Cover unavailable for Neural Networks and Deep Learning

Neural Networks and Deep Learning

Documented citation: Suggested as a starting resource for beginners learning neural networks.

In the conclusion of his 2015 article, Karpathy points beginners to Michael Nielsen’s tutorials. This is historical guidance about that work, not an endorsement of every later revision or a modern software setup.

Documented citation · Recommended
Evidence details What a Deep Neural Network thinks about your #selfie

This source documents the book relationship, but the displayed text is a catalog summary rather than a verbatim quote.

Andrej Karpathy · 2015-10-25 · accessed 2026-10-05

article · Original written source

The conclusion directs beginners to Michael Nielsen’s tutorials and links neuralnetworksanddeeplearning.com. Nielsen’s own companion repository identifies the linked work as his book Neural Networks and Deep Learning. Recommendation wording here is a paraphrase, not a direct quote.

Open source
Portrait unavailable for Andrej KarpathyAndrej Karpathy

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Cover unavailable for Nexus

Nexus

Documented citation: In his own ranked science-fiction reviews, Karpathy describes its world-building as highly enjoyable.

Personal science-fiction reading recommendation; not a technical AI study assignment.

Documented citation · Recommended
Evidence details Books

This source documents the book relationship, but the displayed text is a catalog summary rather than a verbatim quote.

Andrej Karpathy · undated; accessed 2026-10-05 · accessed 2026-10-05

article · Personal ranked science-fiction reviews

In his own ranked science-fiction reviews, Karpathy describes its world-building as highly enjoyable.

Open source
Portrait unavailable for Andrej KarpathyAndrej Karpathy
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Cover of Permutation City

Permutation City

Why this author is included

Greg Egan · Science fiction author

Documented citation: Selected positively in his science-fiction reading list.

His own list is sorted by recommendation and obscurity, not recommendation alone. Permutation City has positive simulation/artificial-life context. This is one undated list event; no rank or preferred edition is asserted.

Documented citation · Recommended
Evidence details Books

This source documents the book relationship, but the displayed text is a catalog summary rather than a verbatim quote.

Andrej Karpathy · undated · accessed 2026-10-02

article · Original written source

His own list is sorted by recommendation and obscurity, not recommendation alone. Permutation City has positive simulation/artificial-life context. This is one undated list event; no rank or preferred edition is asserted.

Open source
Portrait unavailable for Andrej KarpathyAndrej Karpathy
AmazonAudibleBookshop.orgAffiliate disclosure: We may earn a commission when you buy through some links. Recommendations are included because of the source, not because of the retailer. Details

View evidence on Andrej Karpathy’s profile

Cover unavailable for Project Hail Mary

Project Hail Mary

Documented citation: In his own ranked science-fiction reviews, Karpathy calls it a thoroughly enjoyable read and praises its alien portrayal.

Personal science-fiction reading recommendation; not a technical AI study assignment.

Documented citation · Recommended
Evidence details Books

This source documents the book relationship, but the displayed text is a catalog summary rather than a verbatim quote.

Andrej Karpathy · undated; accessed 2026-10-05 · accessed 2026-10-05

article · Personal ranked science-fiction reviews

In his own ranked science-fiction reviews, Karpathy calls it a thoroughly enjoyable read and praises its alien portrayal.

Open source
Portrait unavailable for Andrej KarpathyAndrej Karpathy
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View evidence on Andrej Karpathy’s profile

Cover unavailable for Stories of Your Life and Others

Stories of Your Life and Others

Documented citation: In his own ranked science-fiction reviews, Karpathy explicitly identifies the collection as required reading.

Personal science-fiction reading recommendation; not a technical AI study assignment.

Documented citation · Recommended
Evidence details Books

This source documents the book relationship, but the displayed text is a catalog summary rather than a verbatim quote.

Andrej Karpathy · undated; accessed 2026-10-05 · accessed 2026-10-05

article · Personal ranked science-fiction reviews

In his own ranked science-fiction reviews, Karpathy explicitly identifies the collection as required reading.

Open source
Portrait unavailable for Andrej KarpathyAndrej Karpathy
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Cover unavailable for Deep Learning with PyTorch

Deep Learning with PyTorch

Documented citation: Original independent review says beginners may start with this book and experts may find chapter3 worthwhile; positive reader-facing verdict, without payment/review copy.

2020 book strongly computer vision focused, no transformers/LLMs; requires Python; source says introductory for experienced practitioners.

Documented citation · Recommended
Evidence details Deep Learning with PyTorch book review

This source documents the book relationship, but the displayed text is a catalog summary rather than a verbatim quote.

Sebastian Raschka · 2021-01-21 · accessed 2026-10-05

article · Personal book review

Original independent review says beginners may start with this book and experts may find chapter3 worthwhile; positive reader-facing verdict, without payment/review copy.

Open source
Portrait unavailable for Sebastian RaschkaSebastian Raschka
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Cover unavailable for Interpretable Machine Learning

Interpretable Machine Learning

I recommend reading the book itself if you want to learn about machine learning and interpretability.

Historical 2020 print and then-current online book; source notes evolving contents. Do not describe current online edition as the endorsed edition.

Exact quote verified · Recommended
Evidence details Interpretable Machine Learning book review

We captured the recommendation language from the source.

Sebastian Raschka · 2020-08-26 · accessed 2026-10-05

article · Personal book review

Original independent review explicitly recommends the book; declares no author affiliation or review copy.

Open source
Portrait unavailable for Sebastian RaschkaSebastian Raschka
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Cover unavailable for Introduction to Data Mining

Introduction to Data Mining

I can highly recommend the following book written by one of my former professors:

Historical pre-2016 advice; source explicitly identifies first edition. Do not imply recommendation of later edition with additional coauthor.

Exact quote verified · Recommended
Evidence details How would your curriculum for a machine learning beginner look like?

We captured the recommendation language from the source.

Sebastian Raschka · undated · accessed 2026-10-05

article · Historical personal study-plan recommendations

Original personal beginner curriculum explicitly recommends the following item, Introduction to Data Mining (First Edition, 2005).

Open source
Portrait unavailable for Sebastian RaschkaSebastian Raschka
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Cover unavailable for Pattern Classification

Pattern Classification

Documented citation: Raschka suggests deepening statistical learning knowledge using one of three named books in a personal reading/study plan. This is an explicit reading-list context, not mere course bibliography.

Historical study-plan recommendation. The source citation lists 2012; the publisher dates the second edition to 2000. No edition/year is asserted for this work-level catalog record.

Documented citation · Recommended
Evidence details How would your curriculum for a machine learning beginner look like?

This source documents the book relationship, but the displayed text is a catalog summary rather than a verbatim quote.

Sebastian Raschka · undated · accessed 2026-10-05

article · Historical personal study-plan recommendations

Raschka suggests deepening statistical learning knowledge using one of three named books in a personal reading/study plan. This is an explicit reading-list context, not mere course bibliography.

Open source
Portrait unavailable for Sebastian RaschkaSebastian Raschka
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Cover unavailable for Pattern Recognition and Machine Learning

Pattern Recognition and Machine Learning

Documented citation: Raschka suggests deepening statistical learning knowledge using one of three named books in a personal reading/study plan. This is an explicit reading-list context, not mere course bibliography.

Undated historical pre-2016 study plan; publisher verifies first edition2006, sole author Christopher M. Bishop.

Documented citation · Recommended
Evidence details How would your curriculum for a machine learning beginner look like?

This source documents the book relationship, but the displayed text is a catalog summary rather than a verbatim quote.

Sebastian Raschka · undated · accessed 2026-10-05

article · Historical personal study-plan recommendations

Raschka suggests deepening statistical learning knowledge using one of three named books in a personal reading/study plan. This is an explicit reading-list context, not mere course bibliography.

Open source
Portrait unavailable for Sebastian RaschkaSebastian Raschka
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Cover unavailable for The Elements of Statistical Learning

The Elements of Statistical Learning

Documented citation: Raschka suggests deepening statistical learning knowledge using one of three named books in a personal reading/study plan. This is an explicit reading-list context, not mere course bibliography.

Historical personal study plan. Publisher confirms Hastie/Tibshirani/Friedman secondedition2009; no newer edition asserted.

Documented citation · Recommended
Evidence details How would your curriculum for a machine learning beginner look like?

This source documents the book relationship, but the displayed text is a catalog summary rather than a verbatim quote.

Sebastian Raschka · undated · accessed 2026-10-05

article · Historical personal study-plan recommendations

Raschka suggests deepening statistical learning knowledge using one of three named books in a personal reading/study plan. This is an explicit reading-list context, not mere course bibliography.

Open source
Portrait unavailable for Sebastian RaschkaSebastian Raschka
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Cover unavailable for Concepts, Techniques, and Models of Computer Programming

Concepts, Techniques, and Models of Computer Programming

Documented citation: Norvig explicitly recommends this title in the Books and Other Resources appendix of his own essay.

Work-level recommendation in a historical programming-learning essay; no endorsement of later editions or modern Python tooling is implied.

Documented citation · Recommended
Evidence details Teach Yourself Programming in Ten Years

This source documents the book relationship, but the displayed text is a catalog summary rather than a verbatim quote.

Peter Norvig · undated; accessed 2026-10-05 · accessed 2026-10-05

article · Personal programming-reading recommendations

Norvig explicitly recommends this title in the Books and Other Resources appendix of his own essay.

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Portrait unavailable for Peter NorvigPeter Norvig
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Cover unavailable for How to Design Programs

How to Design Programs

Documented citation: Norvig explicitly recommends this title in the Books and Other Resources appendix of his own essay.

Work-level recommendation in a historical programming-learning essay; no endorsement of later editions or modern Python tooling is implied.

Documented citation · Recommended
Evidence details Teach Yourself Programming in Ten Years

This source documents the book relationship, but the displayed text is a catalog summary rather than a verbatim quote.

Peter Norvig · undated; accessed 2026-10-05 · accessed 2026-10-05

article · Personal programming-reading recommendations

Norvig explicitly recommends this title in the Books and Other Resources appendix of his own essay.

Open source
Portrait unavailable for Peter NorvigPeter Norvig
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Cover unavailable for Python Programming: An Introduction to Computer Science

Python Programming: An Introduction to Computer Science

Documented citation: Norvig explicitly recommends this title in the Books and Other Resources appendix of his own essay.

Work-level recommendation in a historical programming-learning essay; no endorsement of later editions or modern Python tooling is implied.

Documented citation · Recommended
Evidence details Teach Yourself Programming in Ten Years

This source documents the book relationship, but the displayed text is a catalog summary rather than a verbatim quote.

Peter Norvig · undated; accessed 2026-10-05 · accessed 2026-10-05

article · Personal programming-reading recommendations

Norvig explicitly recommends this title in the Books and Other Resources appendix of his own essay.

Open source
Portrait unavailable for Peter NorvigPeter Norvig
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Cover unavailable for Structure and Interpretation of Computer Programs

Structure and Interpretation of Computer Programs

Documented citation: Norvig explicitly recommends this title in the Books and Other Resources appendix of his own essay.

Work-level recommendation in a historical programming-learning essay; no endorsement of later editions or modern Python tooling is implied.

Documented citation · Recommended
Evidence details Teach Yourself Programming in Ten Years

This source documents the book relationship, but the displayed text is a catalog summary rather than a verbatim quote.

Peter Norvig · undated; accessed 2026-10-05 · accessed 2026-10-05

article · Personal programming-reading recommendations

Norvig explicitly recommends this title in the Books and Other Resources appendix of his own essay.

Open source
Portrait unavailable for Peter NorvigPeter Norvig
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Cover unavailable for Game Changer

Game Changer

Why this author is included

Matthew Sadler · Chess grandmaster

Natasha Regan · Chess author

If you want to find out more #AlphaZero, I recommend checking out the great Game Changer book.

Hassabis linked to Game Changer while pointing readers toward a book about AlphaZero's chess discoveries.

Exact quote verified · Recommended
Evidence details Demis Hassabis post about Game Changer

We captured the recommendation language from the source.

X · 2020-02-02 · accessed 2026-06-22

social · X post

The original X post was fetched through the public fxtwitter mirror during batch 57. Hassabis directly recommends checking out the Game Changer book for readers who want to learn more about AlphaZero.

Open source
Demis Hassabis at the Royal SocietyDemis Hassabis
AmazonBookshop.orgAffiliate disclosure: We may earn a commission when you buy through some links. Recommendations are included because of the source, not because of the retailer. Details

View evidence on Demis Hassabis’s profile

Cover unavailable for Human Compatible

Human Compatible

Essential reading if you care about our future.

New catalog work; conceptual AI safety, not a coding or technical ML tutorial. Historical promotional endorsement, date not asserted.

Exact quote verified · Recommended
Evidence details Human Compatible

We captured the recommendation language from the source.

Penguin Random House · undated · accessed 2026-10-05

article · Publisher-hosted attributed endorsement

Publisher-hosted attributed endorsement explicitly instructs readers.

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Portrait unavailable for Yoshua BengioYoshua Bengio
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Cover unavailable for Mathematics for Machine Learning

Mathematics for Machine Learning

Highly recommended for anyone wanting a one-stop shop to acquire a deep understanding of machine learning foundations.

Author-hosted endorsement, undated, April2020 book; do not imply endorsement of every updated PDF.

Exact quote verified · Recommended
Evidence details Mathematics for Machine Learning

We captured the recommendation language from the source.

Mathematics for Machine Learning authors · undated · accessed 2026-10-05

article · Author-hosted attributed endorsement

Official authors companion site Testimonies attributes explicit reader recommendation to Pieter Abbeel.

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Portrait unavailable for Pieter AbbeelPieter Abbeel
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Cover unavailable for Probabilistic Machine Learning: Advanced Topics

Probabilistic Machine Learning: Advanced Topics

I therefore recommend it highly to all of them.

Author-hosted endorsement, undated, 2023 work; not a personal reading-list interview. Avoid endorsement of newer online revisions.

Exact quote verified · Recommended
Evidence details Probabilistic Machine Learning: Advanced Topics

We captured the recommendation language from the source.

Kevin P. Murphy · undated · accessed 2026-10-05

article · Author-hosted attributed endorsement

Attributed original endorsement explicitly recommends sequel to graduate CS students.

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Portrait unavailable for Yoshua BengioYoshua Bengio
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Cover unavailable for Style: Lessons in Clarity and Grace

Style: Lessons in Clarity and Grace

that book really helped me in my writing.

Abbeel personally recommends Joseph Williams’s writing guide when asked for a book recommendation; edition is unspecified. Scientific writing context, not an AI coding textbook.

Exact quote verified · Recommended
Evidence details 503: Deep Reinforcement Learning for Robotics

We captured the recommendation language from the source.

SuperDataScience · 2021-09-07; timestamp 01:11:40 · accessed 2026-10-05

podcast · Original podcast transcript; book recommendation

Interviewer requests book recommendation; Abbeel at 01:11:40 says he will recommend a nontechnical book and explains at01:12:34 how Williams helped scientific writing.

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Portrait unavailable for Pieter AbbeelPieter Abbeel
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End of recommendations in this collection.