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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 97%
The algorithm knowledge that turns working code into fast code, explained without the math degree.
by Jay Wengrow 2017
4.39
603 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 96%
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 96%
What Hansel and Gretel, Sherlock Holmes, and Groundhog Day can teach you about algorithms.
by Martin Erwig 2017
3.63
265 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 94%
The hidden algorithms behind search and security, and the one problem no machine can solve.
by John MacCormick 2012
3.89
2k+ 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 93%
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
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 92%
From transistor to web: the computing stack explained layer by layer, no prerequisites required.
by Matthew Justice 2020
4.35
160 ratings
Numsense! Data Science for the Layman
by Annalyn Ng • 2017
Data science without the math: twelve techniques, what they do, and why intuition alone falls short.
4.14
622
Numsense! Data Science for the Layman Summary
Numsense! Data Science for the Layman 92%
Data science without the math: twelve techniques, what they do, and why intuition alone falls short.
by Annalyn Ng 2017
4.14
622 ratings
Game Development Patterns and Best Practices
by John P. Doran • 2017
Design patterns that ship games: when to use each and how they prevent late-stage collapse.
3.90
20
Game Development Patterns and Best Practices Summary
Game Development Patterns and Best Practices 92%
Design patterns that ship games: when to use each and how they prevent late-stage collapse.
by John P. Doran 2017
3.90
20 ratings
Clean Code
by Robert C. Martin • 2007
Reading code dominates a developer's day; these rules keep your colleagues from cursing your name.
4.35
24k+
Clean Code Summary
Clean Code 91%
Reading code dominates a developer's day; these rules keep your colleagues from cursing your name.
by Robert C. Martin 2007
4.35
24k+ ratings
Understanding and Using C Pointers
by Richard Reese • 2013
Pointers are C's sharpest tool. This is how to stop cutting yourself.
4.15
183
Understanding and Using C Pointers Summary
Understanding and Using C Pointers 91%
Pointers are C's sharpest tool. This is how to stop cutting yourself.
by Richard Reese 2013
4.15
183 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 91%
Loops, scale, and unfinished products: what computers know that designers must learn.
by John Maeda 2019
3.69
521 ratings
Designing Data-Intensive Applications
by Martin Kleppmann • 2015
Networks fail, clocks drift, consensus is elusive. The big ideas behind systems that work anyway.
4.70
11k+
Designing Data-Intensive Applications Summary
Designing Data-Intensive Applications 91%
Networks fail, clocks drift, consensus is elusive. The big ideas behind systems that work anyway.
by Martin Kleppmann 2015
4.70
11k+ 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 91%
Algorithms took Wall Street. Now they compose music, allocate kidneys, and profile personalities.
by Christopher Steiner 2012
3.82
4k+ ratings
Confident Data Skills
by Kirill Eremenko • 2018
From messy data to clean insights to persuasive presentations: the process that lands the promotion.
4.12
211
Confident Data Skills Summary
Confident Data Skills 91%
From messy data to clean insights to persuasive presentations: the process that lands the promotion.
by Kirill Eremenko 2018
4.12
211 ratings
The Complete Software Developer's Career Guide
by John Sonmez • 2017
One language, one portfolio, one interview strategy: the sequence that turns learners into hires.
4.02
1k+
The Complete Software Developer's Career Guide Summary
The Complete Software Developer's Career Guide 91%
One language, one portfolio, one interview strategy: the sequence that turns learners into hires.
by John Sonmez 2017
4.02
1k+ ratings
Predictive Analytics For Dummies
by Anasse Bari • 2013
A guide to building models that forecast, classify, and find hidden patterns, without a math degree.
3.74
111
Predictive Analytics For Dummies Summary
Predictive Analytics For Dummies 91%
A guide to building models that forecast, classify, and find hidden patterns, without a math degree.
by Anasse Bari 2013
3.74
111 ratings
Code Complete
by Steve McConnell • 1993
Software construction eats 80 percent of project time and hides most defects. A disciplined craft.
4.30
9k+
Code Complete Summary
Code Complete 91%
Software construction eats 80 percent of project time and hides most defects. A disciplined craft.
by Steve McConnell 1993
4.30
9k+ ratings
14 Habits of Highly Productive Developers
by Zeno Rocha • 2020
Fourteen habits for developers who want to stop sprinting and start compounding.
4.00
723
14 Habits of Highly Productive Developers Summary
14 Habits of Highly Productive Developers 91%
Fourteen habits for developers who want to stop sprinting and start compounding.
by Zeno Rocha 2020
4.00
723 ratings
Machine Learning For Absolute Beginners
by Oliver Theobald • 2017
How machine learning algorithms think, from regression to neural networks, no math required.
4.12
474
Machine Learning For Absolute Beginners Summary
Machine Learning For Absolute Beginners 91%
How machine learning algorithms think, from regression to neural networks, no math required.
by Oliver Theobald 2017
4.12
474 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 91%
The PC erased a decade of shared computing where users were creators, not customers.
by Joy Lisi Rankin 2018
3.49
193 ratings
Data Science
by John D. Kelleher • 2018
Turning raw data into decisions requires a defined process, not just algorithms and statistics.
3.90
876
Data Science Summary
Data Science 91%
Turning raw data into decisions requires a defined process, not just algorithms and statistics.
by John D. Kelleher 2018
3.90
876 ratings
How to Speak Tech
by Vinay Trivedi • 2013
No coding required: the Internet, cloud, databases, and software, translated into business sense.
3.93
204
How to Speak Tech Summary
How to Speak Tech 91%
No coding required: the Internet, cloud, databases, and software, translated into business sense.
by Vinay Trivedi 2013
3.93
204 ratings
Coders at Work
by Peter Seibel • 2009
Fifteen master programmers on how they think, debug, and design: the craft in their own words.
3.95
5k+
Coders at Work Summary
Coders at Work 91%
Fifteen master programmers on how they think, debug, and design: the craft in their own words.
by Peter Seibel 2009
3.95
5k+ ratings
Madly, Deeply
by Alan Rickman • 2022
Systems must evolve, not freeze: automated guardrails, small batches, and teams shaped for change.
3.58
17k+
Madly, Deeply Summary
Madly, Deeply 91%
Systems must evolve, not freeze: automated guardrails, small batches, and teams shaped for change.
by Alan Rickman 2022
3.58
17k+ ratings
The Pragmatic Programmer
by Andy Hunt • 1999
The habits and instincts that turn junior coders into trusted pros: a programmer's survival guide.
4.33
24k+
The Pragmatic Programmer Summary
The Pragmatic Programmer 90%
The habits and instincts that turn junior coders into trusted pros: a programmer's survival guide.
by Andy Hunt 1999
4.33
24k+ 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
Practices of an Agile Developer
by Venkat Subramaniam • 2006
Clever code breaks teams; clear code lasts. Daily disciplines that turn a coder into a pro.
3.88
1k+
Practices of an Agile Developer Summary
Practices of an Agile Developer 90%
Clever code breaks teams; clear code lasts. Daily disciplines that turn a coder into a pro.
by Venkat Subramaniam 2006
3.88
1k+ ratings
The Road to React
by Robin Wieruch • 2017
Learn React the way it's actually written: hooks-first, project-driven, and tested from day one.
4.21
564
The Road to React Summary
The Road to React 90%
Learn React the way it's actually written: hooks-first, project-driven, and tested from day one.
by Robin Wieruch 2017
4.21
564 ratings
Robin Hood Math
by Noah Giansiracusa • 2025
Algorithms price your insurance, rank your resume, curate your reality. The math that fights back.
3.91
185
Robin Hood Math Summary
Robin Hood Math 90%
Algorithms price your insurance, rank your resume, curate your reality. The math that fights back.
by Noah Giansiracusa 2025
3.91
185 ratings
Tidy First?
by Kent Beck • 2023
Software cost is coupling, and tidying is an investment: when to do it, when to ship.
3.92
1k+
Tidy First? Summary
Tidy First? 90%
Software cost is coupling, and tidying is an investment: when to do it, when to ship.
by Kent Beck 2023
3.92
1k+ ratings
A Philosophy of Software Design
by John Ousterhout • 2018
Your codebase rots from the inside out. The design skill that stops it.
4.22
5k+
A Philosophy of Software Design Summary
A Philosophy of Software Design 90%
Your codebase rots from the inside out. The design skill that stops it.
by John Ousterhout 2018
4.22
5k+ ratings
Refactoring to Patterns
by Joshua Kerievsky • 2004
How to transform tangled code into textbook patterns one small, safe step at a time.
4.05
1k+
Refactoring to Patterns Summary
Refactoring to Patterns 90%
How to transform tangled code into textbook patterns one small, safe step at a time.
by Joshua Kerievsky 2004
4.05
1k+ 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 90%
Code that breathes: how to build simulations that move, think, and evolve on your screen.
by Daniel Shiffman 2012
4.57
502 ratings
Seven Concurrency Models in Seven Weeks
by Paul Butcher • 2014
Threads unravel programs. Seven concurrency models that don't, from actors and CSP to GPU parallel.
3.82
349
Seven Concurrency Models in Seven Weeks Summary
Seven Concurrency Models in Seven Weeks 90%
Threads unravel programs. Seven concurrency models that don't, from actors and CSP to GPU parallel.
by Paul Butcher 2014
3.82
349 ratings
Refactoring UI
by Adam Wathan • 2018
Why developers build ugly interfaces, and the constraint system that fixes them.
4.65
2k+
Refactoring UI Summary
Refactoring UI 90%
Why developers build ugly interfaces, and the constraint system that fixes them.
by Adam Wathan 2018
4.65
2k+ ratings
The Clean Coder
by Robert C. Martin • 2011
A pro programmer's real job: saying no, keeping promises, staying calm when the build breaks.
4.26
9k+
The Clean Coder Summary
The Clean Coder 90%
A pro programmer's real job: saying no, keeping promises, staying calm when the build breaks.
by Robert C. Martin 2011
4.26
9k+ 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 90%
Digital tools have biases. If you can't read their code, someone else writes your behavior.
by Douglas Rushkoff 2010
3.72
2k+ ratings
Modern Software Engineering
by David Farley • 2021
Software is not a craft; it's a science. The discipline that turns teams into learning machines.
4.16
1k+
Modern Software Engineering Summary
Modern Software Engineering 90%
Software is not a craft; it's a science. The discipline that turns teams into learning machines.
by David Farley 2021
4.16
1k+ ratings
Deep Learning
by John D. Kelleher • 2019
Deep learning isn't clever math. It's simple neurons, wired at scale, learning from their mistakes.
3.89
473
Deep Learning Summary
Deep Learning 90%
Deep learning isn't clever math. It's simple neurons, wired at scale, learning from their mistakes.
by John D. Kelleher 2019
3.89
473 ratings
Working Effectively with Legacy Code
by Michael C. Feathers • 2004
Every change is surgery in the dark. The proven, repeatable path to taming an untested codebase.
4.14
5k+
Working Effectively with Legacy Code Summary
Working Effectively with Legacy Code 90%
Every change is surgery in the dark. The proven, repeatable path to taming an untested codebase.
by Michael C. Feathers 2004
4.14
5k+ ratings
Clean Agile
by Robert C. Martin • 2019
Agile's real secret isn't standups: it's testing first, pairing, and merciless simplification.
4.24
2k+
Clean Agile Summary
Clean Agile 90%
Agile's real secret isn't standups: it's testing first, pairing, and merciless simplification.
by Robert C. Martin 2019
4.24
2k+ ratings
AI and Machine Learning for Coders
by Laurence Moroney • 2021
Turn your code into AI that runs everywhere: train, optimize, deploy with a single toolkit.
4.09
108
AI and Machine Learning for Coders Summary
AI and Machine Learning for Coders 90%
Turn your code into AI that runs everywhere: train, optimize, deploy with a single toolkit.
by Laurence Moroney 2021
4.09
108 ratings
Machine Learning
by Ethem Alpaydin • 2016
From spam filters to self-driving cars: the algorithms that learn from data, and what comes next.
3.62
1k+
Machine Learning Summary
Machine Learning 90%
From spam filters to self-driving cars: the algorithms that learn from data, and what comes next.
by Ethem Alpaydin 2016
3.62
1k+ ratings
Lean Architecture
by James O. Coplien • 2010
The missing piece of Agile: an architecture that mirrors how users think, built by everyone early.
3.23
178
Lean Architecture Summary
Lean Architecture 90%
The missing piece of Agile: an architecture that mirrors how users think, built by everyone early.
by James O. Coplien 2010
3.23
178 ratings
Two Scoops of Django
by Daniel Roy Greenfeld • 2013
Django gets messy fast. The project structure, query rules, and Unix principle that keep it clean.
4.22
260
Two Scoops of Django Summary
Two Scoops of Django 90%
Django gets messy fast. The project structure, query rules, and Unix principle that keep it clean.
by Daniel Roy Greenfeld 2013
4.22
260 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 90%
Your digital life depends on secret math. Who should be able to break it?
by Keith M. Martin 2020
3.96
174 ratings
The Programmer's Brain
by Felienne Hermans • 2021
Syntax slips overnight; complex code confuses you. The cognitive fix no programming class taught.
3.85
416
The Programmer's Brain Summary
The Programmer's Brain 90%
Syntax slips overnight; complex code confuses you. The cognitive fix no programming class taught.
by Felienne Hermans 2021
3.85
416 ratings
Functional Programming in Java
by Venkat Subramaniam • 2013
Cleaner code, less boilerplate, effortless parallelism: the Java 8 lambda and streams playbook.
4.17
226
Functional Programming in Java Summary
Functional Programming in Java 90%
Cleaner code, less boilerplate, effortless parallelism: the Java 8 lambda and streams playbook.
by Venkat Subramaniam 2013
4.17
226 ratings
Buddhism
by Damien Keown • 1996
Buddhism has no god, no bible, no pope. What holds its many traditions together?
3.74
3k+
Buddhism Summary
Buddhism 90%
Buddhism has no god, no bible, no pope. What holds its many traditions together?
by Damien Keown 1996
3.74
3k+ ratings
Testing in Scrum
by Tilo Linz • 2014
Shift from a last-minute quality gate to testing woven into every sprint and commit.
3.72
25
Testing in Scrum Summary
Testing in Scrum 90%
Shift from a last-minute quality gate to testing woven into every sprint and commit.
by Tilo Linz 2014
3.72
25 ratings
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