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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 89%
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
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 89%
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
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 89%
What Hansel and Gretel, Sherlock Holmes, and Groundhog Day can teach you about algorithms.
by Martin Erwig 2017
3.63
265 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 89%
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
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 89%
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
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 89%
Why great code feels elegant: the answer may lie in ancient Indian aesthetics, not algorithms.
by Vikram Chandra 2013
3.28
1k+ 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 89%
A computer calculates and remembers; everything beyond that is what you build with code.
by John V. Guttag 2013
4.22
500 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 89%
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
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
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 89%
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
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 89%
Algorithms took Wall Street. Now they compose music, allocate kidneys, and profile personalities.
by Christopher Steiner 2012
3.82
4k+ 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 88%
From transistor to web: the computing stack explained layer by layer, no prerequisites required.
by Matthew Justice 2020
4.35
160 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 88%
AI paints, composes, writes. But can a machine truly be creative? A mathematician investigates.
by Marcus du Sautoy 2019
3.94
2k+ 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 88%
A method for the part of programming no one teaches: turning ideas into code.
by V. Anton Spraul 2012
3.87
591 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 88%
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
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 88%
How a simple switch, a telegraph relay, and Boolean logic became the modern computer.
by Charles Petzold 1999
4.40
11k+ 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 88%
A Python-first CS textbook that teaches what computation can do, not just how to code.
by John Zelle 2003
4.02
483 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 88%
The hidden algorithms behind search and security, and the one problem no machine can solve.
by John MacCormick 2012
3.89
2k+ 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 88%
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
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 88%
Algorithms reduce reality to neat categories. Prejudice is not a bug but the predictable exhaust.
by Robert Elliott Smith 2019
3.97
145 ratings
Cult of the Dead Cow
by Joseph Menn • 2019
From BBS pranks to Pentagon briefings: how a hacker collective wrote the playbook for cyberdefense.
3.75
2k+
Cult of the Dead Cow Summary
Cult of the Dead Cow 88%
From BBS pranks to Pentagon briefings: how a hacker collective wrote the playbook for cyberdefense.
by Joseph Menn 2019
3.75
2k+ 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 88%
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
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 88%
Online encryption relies on math no classical computer can crack. Quantum ones do it instantly.
by Brian Clegg 2021
3.64
306 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 88%
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
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 88%
Every algorithm problem has multiple solutions. Find the fastest one, step by step.
by Narasimha Karumanchi 2011
4.10
1k+ 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 88%
Forget the math: colored balls explain superposition, entanglement, and why quantum computers work.
by Terry Rudolph 2017
3.59
222 ratings
Google Hacks
by Rael Dornfest • 2003
Hidden syntax, tools, and 800 million Usenet messages: how to find anything with Google.
3.68
301
Google Hacks Summary
Google Hacks 88%
Hidden syntax, tools, and 800 million Usenet messages: how to find anything with Google.
by Rael Dornfest 2003
3.68
301 ratings
Coding Freedom
by Gabriella Coleman • 2012
They built a free software revolution while insisting they were not political at all.
3.82
280
Coding Freedom Summary
Coding Freedom 88%
They built a free software revolution while insisting they were not political at all.
by Gabriella Coleman 2012
3.82
280 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 88%
From logic gates to assembly code: the layered architecture every computer hides in plain sight.
by Andrew S. Tanenbaum 1976
4.04
591 ratings
Program or Be Programmed
by Douglas Rushkoff • 2010
Digital tools have biases. If you can't read their code, someone else writes your behavior.
3.72
2k+
Program or Be Programmed Summary
Program or Be Programmed 88%
Digital tools have biases. If you can't read their code, someone else writes your behavior.
by Douglas Rushkoff 2010
3.72
2k+ ratings
How to Speak Machine
by John Maeda • 2019
Loops, scale, and unfinished products: what computers know that designers must learn.
3.69
521
How to Speak Machine Summary
How to Speak Machine 88%
Loops, scale, and unfinished products: what computers know that designers must learn.
by John Maeda 2019
3.69
521 ratings
Cryptography
by Keith M. Martin • 2020
Your digital life depends on secret math. Who should be able to break it?
3.96
174
Cryptography Summary
Cryptography 88%
Your digital life depends on secret math. Who should be able to break it?
by Keith M. Martin 2020
3.96
174 ratings
The Design of the UNIX Operating System
by Maurice J. Bach • 1986
What actually happens between the shell prompt and the hardware: the Unix kernel explained.
4.25
605
The Design of the UNIX Operating System Summary
The Design of the UNIX Operating System 88%
What actually happens between the shell prompt and the hardware: the Unix kernel explained.
by Maurice J. Bach 1986
4.25
605 ratings
A People’s History of Computing in the United States
by Joy Lisi Rankin • 2018
The PC erased a decade of shared computing where users were creators, not customers.
3.49
193
A People’s History of Computing in the United States Summary
A People’s History of Computing in the United States 88%
The PC erased a decade of shared computing where users were creators, not customers.
by Joy Lisi Rankin 2018
3.49
193 ratings
Hands-On Quantum Information Processing with Python
by Dr. Makhamisa Senekane • 2021
Python for quantum computing: from qubits to algorithms, cryptography, and machine learning.
4.00
1
Hands-On Quantum Information Processing with Python Summary
Hands-On Quantum Information Processing with Python 88%
Python for quantum computing: from qubits to algorithms, cryptography, and machine learning.
by Dr. Makhamisa Senekane 2021
4.00
1 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 88%
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
Python for Data Analysis
by Oscar Scratch • 2019
Python data analysis, taught through questions: NumPy, Pandas, and the bridge to machine learning.
3.50
2
Python for Data Analysis Summary
Python for Data Analysis 88%
Python data analysis, taught through questions: NumPy, Pandas, and the bridge to machine learning.
by Oscar Scratch 2019
3.50
2 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 88%
Write code that scales: the classic mathematical toolkit for reasoning about speed before you run.
by Alfred V. Aho 1983
3.93
245 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 88%
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
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 88%
Consciousness isn't computation. Proof spans Gödel's theorem to quantum gravity's missing laws.
by Roger Penrose 1989
3.91
8k+ 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 88%
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 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 88%
Machine learning's rival schools share a hidden core. Finding it could unlock general intelligence.
by Pedro Domingos 2015
3.73
6k+ ratings
Think Python
by Allen B. Downey • 2012
Python taught as problem decomposition: mastering variables, functions, and data structures.
4.13
2k+
Think Python Summary
Think Python 88%
Python taught as problem decomposition: mastering variables, functions, and data structures.
by Allen B. Downey 2012
4.13
2k+ ratings
The Age of Spiritual Machines
by Ray Kurzweil • 1998
Exponential growth puts thinking machines in our future; the only question is what we become after.
3.89
5k+
The Age of Spiritual Machines Summary
The Age of Spiritual Machines 88%
Exponential growth puts thinking machines in our future; the only question is what we become after.
by Ray Kurzweil 1998
3.89
5k+ ratings
Possible Minds
by John Brockman • 2019
Twenty-five thinkers on AI's biggest risks and the one design question that matters most.
3.77
837
Possible Minds Summary
Possible Minds 88%
Twenty-five thinkers on AI's biggest risks and the one design question that matters most.
by John Brockman 2019
3.77
837 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 88%
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
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 88%
Fool the interrogator through conversation alone, and the machine deserves to be called intelligent.
by Alan M. Turing 1950
4.15
574 ratings
Quantum Computing and Future
by Utpal Chakraborty • 2022
Supercomputers take millennia; quantum machines take minutes. What that speed means for industry.
2.00
1
Quantum Computing and Future Summary
Quantum Computing and Future 88%
Supercomputers take millennia; quantum machines take minutes. What that speed means for industry.
by Utpal Chakraborty 2022
2.00
1 ratings
A Common-Sense Guide to Data Structures and Algorithms
by Jay Wengrow • 2017
The algorithm knowledge that turns working code into fast code, explained without the math degree.
4.39
603
A Common-Sense Guide to Data Structures and Algorithms Summary
A Common-Sense Guide to Data Structures and Algorithms 88%
The algorithm knowledge that turns working code into fast code, explained without the math degree.
by Jay Wengrow 2017
4.39
603 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 88%
Entropy sets the limit. Coding reaches it. Cryptography locks it. One textbook covers all three.
by Ranjan Bose 2002
3.75
162 ratings
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