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Algorithms
by Panos Louridas • 2020
Twenty steps to find one item in a million, and the hidden logic that runs our world.
4.03
302
Algorithms Summary
Algorithms 92%
Twenty steps to find one item in a million, and the hidden logic that runs our world.
by Panos Louridas 2020
4.03
302 ratings
Computer Science Distilled
by Wladston Ferreira Filho • 2017
The missing CS toolkit for self-taught coders: how to think in algorithms, not just syntax.
4.07
1k+
Computer Science Distilled Summary
Computer Science Distilled 92%
The missing CS toolkit for self-taught coders: how to think in algorithms, not just syntax.
by Wladston Ferreira Filho 2017
4.07
1k+ ratings
Computing machinery and intelligence
by Alan M. Turing • 1950
Fool the interrogator through conversation alone, and the machine deserves to be called intelligent.
4.15
574
Computing machinery and intelligence Summary
Computing machinery and intelligence 92%
Fool the interrogator through conversation alone, and the machine deserves to be called intelligent.
by Alan M. Turing 1950
4.15
574 ratings
Computer Power and Human Reason
by Joseph Weizenbaum • 1976
The computer's greatest danger isn't outthinking us; it's that we'll remake ourselves in its image.
4.31
294
Computer Power and Human Reason Summary
Computer Power and Human Reason 91%
The computer's greatest danger isn't outthinking us; it's that we'll remake ourselves in its image.
by Joseph Weizenbaum 1976
4.31
294 ratings
Nine Algorithms That Changed the Future
by John MacCormick • 2012
The hidden algorithms behind search and security, and the one problem no machine can solve.
3.89
2k+
Nine Algorithms That Changed the Future Summary
Nine Algorithms That Changed the Future 91%
The hidden algorithms behind search and security, and the one problem no machine can solve.
by John MacCormick 2012
3.89
2k+ ratings
Once Upon an Algorithm
by Martin Erwig • 2017
What Hansel and Gretel, Sherlock Holmes, and Groundhog Day can teach you about algorithms.
3.63
265
Once Upon an Algorithm Summary
Once Upon an Algorithm 91%
What Hansel and Gretel, Sherlock Holmes, and Groundhog Day can teach you about algorithms.
by Martin Erwig 2017
3.63
265 ratings
The Science of Free Will
by Samir Varma • 2025
You can't predict your next thought. No computer can either. That's not a gap: it's free will.
3.35
17
The Science of Free Will Summary
The Science of Free Will 91%
You can't predict your next thought. No computer can either. That's not a gap: it's free will.
by Samir Varma 2025
3.35
17 ratings
The Emperor's New Mind
by Roger Penrose • 1989
Consciousness isn't computation. Proof spans Gödel's theorem to quantum gravity's missing laws.
3.91
8k+
The Emperor's New Mind Summary
The Emperor's New Mind 91%
Consciousness isn't computation. Proof spans Gödel's theorem to quantum gravity's missing laws.
by Roger Penrose 1989
3.91
8k+ ratings
Computational Thinking
by Peter J. Denning • 2019
It is a 4,500-year-old practice that built modern science, yet most confuse it with just coding.
3.63
304
Computational Thinking Summary
Computational Thinking 91%
It is a 4,500-year-old practice that built modern science, yet most confuse it with just coding.
by Peter J. Denning 2019
3.63
304 ratings
Godel's Proof
by Ernest Nagel • 1958
Arithmetic cannot prove its own consistency. The man who proved that was twenty-five.
4.19
6k+
Godel's Proof Summary
Godel's Proof 91%
Arithmetic cannot prove its own consistency. The man who proved that was twenty-five.
by Ernest Nagel 1958
4.19
6k+ ratings
Introduction to Computation and Programming Using Python
by John V. Guttag • 2013
A computer calculates and remembers; everything beyond that is what you build with code.
4.22
500
Introduction to Computation and Programming Using Python Summary
Introduction to Computation and Programming Using Python 91%
A computer calculates and remembers; everything beyond that is what you build with code.
by John V. Guttag 2013
4.22
500 ratings
The Art of Computer Programming, Volume 1
by Donald Ervin Knuth • 1973
Algorithms are not just code: they are mathematical objects. To understand one, you must prove it.
4.38
2k+
The Art of Computer Programming, Volume 1 Summary
The Art of Computer Programming, Volume 1 91%
Algorithms are not just code: they are mathematical objects. To understand one, you must prove it.
by Donald Ervin Knuth 1973
4.38
2k+ ratings
Information Theory, Coding and Crytography
by Ranjan Bose • 2002
Entropy sets the limit. Coding reaches it. Cryptography locks it. One textbook covers all three.
3.75
162
Information Theory, Coding and Crytography Summary
Information Theory, Coding and Crytography 91%
Entropy sets the limit. Coding reaches it. Cryptography locks it. One textbook covers all three.
by Ranjan Bose 2002
3.75
162 ratings
Everyday Chaos
by David Weinberger • 2019
A medical AI diagnoses illness but can't explain how. The age of demanding explanations is over.
3.78
202
Everyday Chaos Summary
Everyday Chaos 90%
A medical AI diagnoses illness but can't explain how. The age of demanding explanations is over.
by David Weinberger 2019
3.78
202 ratings
Introduction to Algorithms
by Thomas H. Cormen • 1989
Sorting a billion records can take days or seconds, depending on the algorithm, not the processor.
4.35
9k+
Introduction to Algorithms Summary
Introduction to Algorithms 90%
Sorting a billion records can take days or seconds, depending on the algorithm, not the processor.
by Thomas H. Cormen 1989
4.35
9k+ ratings
Grokking Algorithms An Illustrated Guide For Programmers and Other Curious People
by Aditya Y. Bhargava • 2015
Algorithms stripped of dense math: a hand-drawn guide to thinking in runtimes and data structures.
4.41
5k+
Grokking Algorithms An Illustrated Guide For Programmers and Other Curious People Summary
Grokking Algorithms An Illustrated Guide For Programmers and Other Curious People 90%
Algorithms stripped of dense math: a hand-drawn guide to thinking in runtimes and data structures.
by Aditya Y. Bhargava 2015
4.41
5k+ ratings
The Ethical Algorithm
by Michael Kearns • 2019
Algorithms don't do ethics by default. Making them fair takes math, and the math demands trade-offs.
4.10
671
The Ethical Algorithm Summary
The Ethical Algorithm 90%
Algorithms don't do ethics by default. Making them fair takes math, and the math demands trade-offs.
by Michael Kearns 2019
4.10
671 ratings
Algorithm Design
by Jon Kleinberg • 2005
Design algorithms that run fast; recognize the problems that never will; and learn the workarounds.
4.17
664
Algorithm Design Summary
Algorithm Design 90%
Design algorithms that run fast; recognize the problems that never will; and learn the workarounds.
by Jon Kleinberg 2005
4.17
664 ratings
Creativity Code
by Marcus du Sautoy • 2019
AI paints, composes, writes. But can a machine truly be creative? A mathematician investigates.
3.94
2k+
Creativity Code Summary
Creativity Code 90%
AI paints, composes, writes. But can a machine truly be creative? A mathematician investigates.
by Marcus du Sautoy 2019
3.94
2k+ ratings
An Introduction to General Systems Thinking
by Gerald M. Weinberg • 1975
Stability is not a property of a system but a contract it negotiates with its environment.
3.94
671
An Introduction to General Systems Thinking Summary
An Introduction to General Systems Thinking 90%
Stability is not a property of a system but a contract it negotiates with its environment.
by Gerald M. Weinberg 1975
3.94
671 ratings
Code
by Charles Petzold • 1999
How a simple switch, a telegraph relay, and Boolean logic became the modern computer.
4.40
11k+
Code Summary
Code 90%
How a simple switch, a telegraph relay, and Boolean logic became the modern computer.
by Charles Petzold 1999
4.40
11k+ ratings
Data Structures and Algorithms Made Easy
by Narasimha Karumanchi • 2011
Every algorithm problem has multiple solutions. Find the fastest one, step by step.
4.10
1k+
Data Structures and Algorithms Made Easy Summary
Data Structures and Algorithms Made Easy 90%
Every algorithm problem has multiple solutions. Find the fastest one, step by step.
by Narasimha Karumanchi 2011
4.10
1k+ ratings
Data Structures and Algorithms
by Alfred V. Aho • 1983
Write code that scales: the classic mathematical toolkit for reasoning about speed before you run.
3.93
245
Data Structures and Algorithms Summary
Data Structures and Algorithms 90%
Write code that scales: the classic mathematical toolkit for reasoning about speed before you run.
by Alfred V. Aho 1983
3.93
245 ratings
Structured Computer Organization
by Andrew S. Tanenbaum • 1976
From logic gates to assembly code: the layered architecture every computer hides in plain sight.
4.04
591
Structured Computer Organization Summary
Structured Computer Organization 90%
From logic gates to assembly code: the layered architecture every computer hides in plain sight.
by Andrew S. Tanenbaum 1976
4.04
591 ratings
The Myth of Artificial Intelligence
by Erik J. Larson • 2021
Computers can't guess. That single limitation makes human-level AI a myth, not an inevitability.
3.96
935
The Myth of Artificial Intelligence Summary
The Myth of Artificial Intelligence 90%
Computers can't guess. That single limitation makes human-level AI a myth, not an inevitability.
by Erik J. Larson 2021
3.96
935 ratings
Q is for Quantum
by Terry Rudolph • 2017
Forget the math: colored balls explain superposition, entanglement, and why quantum computers work.
3.59
222
Q is for Quantum Summary
Q is for Quantum 90%
Forget the math: colored balls explain superposition, entanglement, and why quantum computers work.
by Terry Rudolph 2017
3.59
222 ratings
Neural Networks, Fuzzy Logic And Genetic Algorithms
by S. Rajasekaran • 2004
Soft computing's three pillars each have blind spots. This is how they fill each other's gaps.
4.21
151
Neural Networks, Fuzzy Logic And Genetic Algorithms Summary
Neural Networks, Fuzzy Logic And Genetic Algorithms 90%
Soft computing's three pillars each have blind spots. This is how they fill each other's gaps.
by S. Rajasekaran 2004
4.21
151 ratings
Automate This
by Christopher Steiner • 2012
Algorithms took Wall Street. Now they compose music, allocate kidneys, and profile personalities.
3.82
4k+
Automate This Summary
Automate This 90%
Algorithms took Wall Street. Now they compose music, allocate kidneys, and profile personalities.
by Christopher Steiner 2012
3.82
4k+ ratings
Mastering Regular Expressions
by Jeffrey E.F. Friedl • 1997
Understand the engine behind your regex: why some patterns crawl, and how to make them run.
4.16
2k+
Mastering Regular Expressions Summary
Mastering Regular Expressions 90%
Understand the engine behind your regex: why some patterns crawl, and how to make them run.
by Jeffrey E.F. Friedl 1997
4.16
2k+ ratings
The Fabric of Reality
by David Deutsch • 1996
Quantum interference reveals other universes touching ours; the multiverse is not optional.
4.14
6k+
The Fabric of Reality Summary
The Fabric of Reality 90%
Quantum interference reveals other universes touching ours; the multiverse is not optional.
by David Deutsch 1996
4.14
6k+ ratings
Rage Inside the Machine
by Robert Elliott Smith • 2019
Algorithms reduce reality to neat categories. Prejudice is not a bug but the predictable exhaust.
3.97
145
Rage Inside the Machine Summary
Rage Inside the Machine 90%
Algorithms reduce reality to neat categories. Prejudice is not a bug but the predictable exhaust.
by Robert Elliott Smith 2019
3.97
145 ratings
Python Programming
by John Zelle • 2003
A Python-first CS textbook that teaches what computation can do, not just how to code.
4.02
483
Python Programming Summary
Python Programming 90%
A Python-first CS textbook that teaches what computation can do, not just how to code.
by John Zelle 2003
4.02
483 ratings
Think Like a Programmer
by V. Anton Spraul • 2012
A method for the part of programming no one teaches: turning ideas into code.
3.87
591
Think Like a Programmer Summary
Think Like a Programmer 90%
A method for the part of programming no one teaches: turning ideas into code.
by V. Anton Spraul 2012
3.87
591 ratings
The Algorithm Design Manual
by Steven S. Skiena • 1997
The first step is modeling, not coding. A practical manual and its 75-problem catalog show how.
4.34
3k+
The Algorithm Design Manual Summary
The Algorithm Design Manual 90%
The first step is modeling, not coding. A practical manual and its 75-problem catalog show how.
by Steven S. Skiena 1997
4.34
3k+ ratings
How to Create a Mind
by Ray Kurzweil • 2012
The brain runs on 300 million pattern recognizers. Copy that hierarchy, and human-level AI is next.
3.96
8k+
How to Create a Mind Summary
How to Create a Mind 90%
The brain runs on 300 million pattern recognizers. Copy that hierarchy, and human-level AI is next.
by Ray Kurzweil 2012
3.96
8k+ ratings
The Master Algorithm
by Pedro Domingos • 2015
Machine learning's rival schools share a hidden core. Finding it could unlock general intelligence.
3.73
6k+
The Master Algorithm Summary
The Master Algorithm 90%
Machine learning's rival schools share a hidden core. Finding it could unlock general intelligence.
by Pedro Domingos 2015
3.73
6k+ ratings
My Good Grief
by Cindyanne Kershaw • 2006
Seen enough options? There is a mathematically optimal moment to stop looking and commit.
4.50
2
My Good Grief Summary
My Good Grief 90%
Seen enough options? There is a mathematically optimal moment to stop looking and commit.
by Cindyanne Kershaw 2006
4.50
2 ratings
Algorithms to Live By
by Brian Christian • 2016
When to settle, when to quit, when to trust chance: computer science already found the answers.
4.12
35k+
Algorithms to Live By Summary
Algorithms to Live By 90%
When to settle, when to quit, when to trust chance: computer science already found the answers.
by Brian Christian 2016
4.12
35k+ ratings
Artificial Intelligence
by Margaret A. Boden • 2018
What AI can do, what it can't, and why the difference is philosophy more than code.
3.29
388
Artificial Intelligence Summary
Artificial Intelligence 90%
What AI can do, what it can't, and why the difference is philosophy more than code.
by Margaret A. Boden 2018
3.29
388 ratings
Geek Sublime
by Vikram Chandra • 2013
Why great code feels elegant: the answer may lie in ancient Indian aesthetics, not algorithms.
3.28
1k+
Geek Sublime Summary
Geek Sublime 90%
Why great code feels elegant: the answer may lie in ancient Indian aesthetics, not algorithms.
by Vikram Chandra 2013
3.28
1k+ ratings
How Computers Really Work
by Matthew Justice • 2020
From transistor to web: the computing stack explained layer by layer, no prerequisites required.
4.35
160
How Computers Really Work Summary
How Computers Really Work 90%
From transistor to web: the computing stack explained layer by layer, no prerequisites required.
by Matthew Justice 2020
4.35
160 ratings
Quantum Computing
by Brian Clegg • 2021
Online encryption relies on math no classical computer can crack. Quantum ones do it instantly.
3.64
306
Quantum Computing Summary
Quantum Computing 90%
Online encryption relies on math no classical computer can crack. Quantum ones do it instantly.
by Brian Clegg 2021
3.64
306 ratings
Data Structures and Algorithms in Java
by Michael T. Goodrich • 1998
Data structures and their runtime analysis: how to write Java code that is efficient and dependable.
3.86
302
Data Structures and Algorithms in Java Summary
Data Structures and Algorithms in Java 90%
Data structures and their runtime analysis: how to write Java code that is efficient and dependable.
by Michael T. Goodrich 1998
3.86
302 ratings
The Eye of the Master
by Matteo Pasquinelli • 2023
AI was never about thinking machines. It was built to measure, rank, and control workers.
4.06
292
The Eye of the Master Summary
The Eye of the Master 90%
AI was never about thinking machines. It was built to measure, rank, and control workers.
by Matteo Pasquinelli 2023
4.06
292 ratings
How AI Thinks
by Nigel Toon • 2024
It's a learning engine, not a thinking mind. The revolution is here, and it's not sentient.
3.62
322
How AI Thinks Summary
How AI Thinks 89%
It's a learning engine, not a thinking mind. The revolution is here, and it's not sentient.
by Nigel Toon 2024
3.62
322 ratings
The Nature of Code
by Daniel Shiffman • 2012
Code that breathes: how to build simulations that move, think, and evolve on your screen.
4.57
502
The Nature of Code Summary
The Nature of Code 89%
Code that breathes: how to build simulations that move, think, and evolve on your screen.
by Daniel Shiffman 2012
4.57
502 ratings
What Is ChatGPT Doing... and Why Does It Work?
by Stephen Wolfram • 2023
ChatGPT is just next-word prediction. The breakthrough is what that reveals about language itself.
3.85
2k+
What Is ChatGPT Doing... and Why Does It Work? Summary
What Is ChatGPT Doing... and Why Does It Work? 89%
ChatGPT is just next-word prediction. The breakthrough is what that reveals about language itself.
by Stephen Wolfram 2023
3.85
2k+ ratings
Complexity
by Melanie Mitchell • 2009
Simple rules produce the complexity of ant colonies, brains, and economies. The science of how.
4.11
4k+
Complexity Summary
Complexity 89%
Simple rules produce the complexity of ant colonies, brains, and economies. The science of how.
by Melanie Mitchell 2009
4.11
4k+ ratings
Matter and Consciousness
by Paul M. Churchland • 1984
Folk psychology is a 2,000-year-old theory that hasn't improved. Neuroscience says it never will.
3.89
1k+
Matter and Consciousness Summary
Matter and Consciousness 89%
Folk psychology is a 2,000-year-old theory that hasn't improved. Neuroscience says it never will.
by Paul M. Churchland 1984
3.89
1k+ ratings
The Little Book of Mathematical Principles, Theories & Things
by Robert Solomon • 2008
A compact tour through math's biggest ideas: zero, infinity, and the proof that broke mathematics.
3.97
438
The Little Book of Mathematical Principles, Theories & Things Summary
The Little Book of Mathematical Principles, Theories & Things 89%
A compact tour through math's biggest ideas: zero, infinity, and the proof that broke mathematics.
by Robert Solomon 2008
3.97
438 ratings
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