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Coding Book Summaries

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
23k+
Clean Code Summary
Clean Code
Reading code dominates a developer's day; these rules keep your colleagues from cursing your name.
by Robert C. Martin 2007 464 pages
4.35
23k+ ratings
Python Crash Course
by Eric Matthes • 2015
Learn Python through data: plot random walks, map countries, and build interactive charts from zero.
4.35
3k+
Python Crash Course Summary
Python Crash Course
Learn Python through data: plot random walks, map countries, and build interactive charts from zero.
by Eric Matthes 2015 544 pages
4.35
3k+ ratings
Automate the Boring Stuff with Python
by Al Sweigart • 2014
Turn tedious computer work into scripts: spreadsheets, emails, and scraping, taught from zero.
4.28
3k+
Automate the Boring Stuff with Python Summary
Automate the Boring Stuff with Python
Turn tedious computer work into scripts: spreadsheets, emails, and scraping, taught from zero.
by Al Sweigart 2014 479 pages
4.28
3k+ ratings
Clean Architecture
by Robert C. Martin • 2017
Why your database should never be the center: building business logic that outlives its frameworks.
4.21
7k+
Clean Architecture Summary
Clean Architecture
Why your database should never be the center: building business logic that outlives its frameworks.
by Robert C. Martin 2017 432 pages
4.21
7k+ ratings
Building Winning Algorithmic Trading Systems
by Kevin J. Davey • 2014
Most backtests lie. A structured process for building algorithmic trading systems that survive live.
4.04
246
Building Winning Algorithmic Trading Systems Summary
Building Winning Algorithmic Trading Systems
Most backtests lie. A structured process for building algorithmic trading systems that survive live.
by Kevin J. Davey 2014 288 pages
4.04
246 ratings
Learn Python in One Day and Learn It Well
by Jamie Chan • 2014
One day, one language, one project: Python fundamentals taught through building a real game.
4.01
500+
Learn Python in One Day and Learn It Well Summary
Learn Python in One Day and Learn It Well
One day, one language, one project: Python fundamentals taught through building a real game.
by Jamie Chan 2014 124 pages
4.01
500+ ratings
Clean Code
by Robert C. Martin • 2007
Code is read far more than it's written: the rules for making yours legible to humans.
4.35
23k+
Clean Code Summary
Clean Code
Code is read far more than it's written: the rules for making yours legible to humans.
by Robert C. Martin 2007 464 pages
4.35
23k+ ratings
HTML and CSS
by Jon Duckett • 2011
HTML and CSS are the web's building blocks. This visual guide shows you how to lay them.
4.30
4k+
HTML and CSS Summary
HTML and CSS
HTML and CSS are the web's building blocks. This visual guide shows you how to lay them.
by Jon Duckett 2011 514 pages
4.30
4k+ ratings
Learn SQL (using MySQL) in One Day and Learn It Well
by Jamie Chan • 2018
SQL from zero to a working booking system: the hands-on guide that delivers in one day.
4.08
106
Learn SQL (using MySQL) in One Day and Learn It Well Summary
Learn SQL (using MySQL) in One Day and Learn It Well
SQL from zero to a working booking system: the hands-on guide that delivers in one day.
by Jamie Chan 2018 166 pages
4.08
106 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
The habits and instincts that turn junior coders into trusted pros: a programmer's survival guide.
by Andy Hunt 1999 321 pages
4.33
24k+ ratings
Linux Basics for Hackers
by OccupyTheWeb • 2018
Learn Linux the hacker's way: terminal-first networking, scripting, and vanishing without a trace.
4.12
500+
Linux Basics for Hackers Summary
Linux Basics for Hackers
Learn Linux the hacker's way: terminal-first networking, scripting, and vanishing without a trace.
by OccupyTheWeb 2018 248 pages
4.12
500+ ratings
Python Data Science Handbook
by Jake VanderPlas • 2016
Four libraries, one workflow: the Python path from raw data to validated predictions.
4.29
500+
Python Data Science Handbook Summary
Python Data Science Handbook
Four libraries, one workflow: the Python path from raw data to validated predictions.
by Jake VanderPlas 2016 548 pages
4.29
500+ ratings
Python Tricks
by Dan Bader • 2017
Go from writing Python to thinking in Python: the intermediate patterns your tutorials skipped.
4.43
1k+
Python Tricks Summary
Python Tricks
Go from writing Python to thinking in Python: the intermediate patterns your tutorials skipped.
by Dan Bader 2017 301 pages
4.43
1k+ ratings
The Robert C. Martin Clean Code Collection
by Robert C. Martin • 2011
Write code your team can read, your tests protect, and your future self won't curse.
4.48
500+
The Robert C. Martin Clean Code Collection Summary
The Robert C. Martin Clean Code Collection
Write code your team can read, your tests protect, and your future self won't curse.
by Robert C. Martin 2011 699 pages
4.48
500+ 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
500+
Think Like a Programmer Summary
Think Like a Programmer
A method for the part of programming no one teaches: turning ideas into code.
by V. Anton Spraul 2012 233 pages
3.87
500+ 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
Algorithms stripped of dense math: a hand-drawn guide to thinking in runtimes and data structures.
by Aditya Y. Bhargava 2015 256 pages
4.41
5k+ ratings
Refactoring
by Martin Fowler • 1999
How to restructure messy code safely: a catalog of refactorings, each step protected by a test.
4.24
8k+
Refactoring Summary
Refactoring
How to restructure messy code safely: a catalog of refactorings, each step protected by a test.
by Martin Fowler 1999 431 pages
4.24
8k+ ratings
Fluent Python
by Luciano Ramalho • 2015
Why decorators, closures, and type hints are the keys to fluent, idiomatic Python.
4.62
1k+
Fluent Python Summary
Fluent Python
Why decorators, closures, and type hints are the keys to fluent, idiomatic Python.
by Luciano Ramalho 2015 850 pages
4.62
1k+ ratings
Python for Data Analysis
by Wes McKinney • 2011
The pandas creator teaches the full Python data pipeline: messy files in, statistical models out.
4.17
2k+
Python for Data Analysis Summary
Python for Data Analysis
The pandas creator teaches the full Python data pipeline: messy files in, statistical models out.
by Wes McKinney 2011 579 pages
4.17
2k+ 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
Software construction eats 80 percent of project time and hides most defects. A disciplined craft.
by Steve McConnell 1993 914 pages
4.30
9k+ 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
A pro programmer's real job: saying no, keeping promises, staying calm when the build breaks.
by Robert C. Martin 2011 210 pages
4.26
9k+ 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
4k+
Working Effectively with Legacy Code Summary
Working Effectively with Legacy Code
Every change is surgery in the dark. The proven, repeatable path to taming an untested codebase.
by Michael C. Feathers 2004 464 pages
4.14
4k+ ratings
Atomic Design
by Brad Frost • 2016
Chemistry meets web design: a method for building reusable component systems from the ground up.
4.00
1k+
Atomic Design Summary
Atomic Design
Chemistry meets web design: a method for building reusable component systems from the ground up.
by Brad Frost 2016 189 pages
4.00
1k+ 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
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
Design Patterns
by Erich Gamma • 1994
Twenty-three reusable design solutions that became the shared grammar of object-oriented software.
4.20
11k+
Design Patterns Summary
Design Patterns
Twenty-three reusable design solutions that became the shared grammar of object-oriented software.
by Erich Gamma 1994 416 pages
4.20
11k+ ratings
Hands-On Machine Learning with Scikit-Learn and TensorFlow
by Aurélien Géron • 2017
How neural networks remember: training RNNs, LSTMs, and GRUs for tasks where order matters.
4.55
2k+
Hands-On Machine Learning with Scikit-Learn and TensorFlow Summary
Hands-On Machine Learning with Scikit-Learn and TensorFlow
How neural networks remember: training RNNs, LSTMs, and GRUs for tasks where order matters.
by Aurélien Géron 2017 566 pages
4.55
2k+ ratings
Python for Everybody
by Charles Severance • 2016
Python from motherboard to internet: no prerequisites, no hand-waving, no jargon left unexplained.
4.27
500+
Python for Everybody Summary
Python for Everybody
Python from motherboard to internet: no prerequisites, no hand-waving, no jargon left unexplained.
by Charles Severance 2016 387 pages
4.27
500+ ratings
Think Python
by Allen B. Downey • 2012
Python taught as problem decomposition: mastering variables, functions, and data structures.
4.13
1k+
Think Python Summary
Think Python
Python taught as problem decomposition: mastering variables, functions, and data structures.
by Allen B. Downey 2012 296 pages
4.13
1k+ ratings
Cracking the Coding Interview
by Gayle Laakmann McDowell • 2020
189 interview problems that teach you to think out loud, because code follows from thinking.
4.33
476
Cracking the Coding Interview Summary
Cracking the Coding Interview
189 interview problems that teach you to think out loud, because code follows from thinking.
by Gayle Laakmann McDowell 2020 712 pages
4.33
476 ratings
AI Agents in Action
by Micheal Lanham • 2025
Give your LLM tools, memory, and teammates: patterns for building autonomous agents that work.
3.10
78
AI Agents in Action Summary
AI Agents in Action
Give your LLM tools, memory, and teammates: patterns for building autonomous agents that work.
by Micheal Lanham 2025 344 pages
3.10
78 ratings
Learn C# in One Day and Learn It Well
by Jamie Chan • 2015
C# from zero to a working payroll app in one sitting: learn by building, not reading.
4.04
404
Learn C# in One Day and Learn It Well Summary
Learn C# in One Day and Learn It Well
C# from zero to a working payroll app in one sitting: learn by building, not reading.
by Jamie Chan 2015 160 pages
4.04
404 ratings
Eloquent JavaScript
by Marijn Haverbeke • 2010
Build an interpreter while learning JavaScript: the fundamentals-first approach that lasts.
4.14
3k+
Eloquent JavaScript Summary
Eloquent JavaScript
Build an interpreter while learning JavaScript: the fundamentals-first approach that lasts.
by Marijn Haverbeke 2010 224 pages
4.14
3k+ ratings
Head First Python
by Paul Barry • 2010
A brain-friendly Python guide that also dismantles the machinery of mass manipulation.
3.91
500+
Head First Python Summary
Head First Python
A brain-friendly Python guide that also dismantles the machinery of mass manipulation.
by Paul Barry 2010 491 pages
3.91
500+ ratings
Practical SQL
by Anthony DeBarros • 2022
Write real SQL: load data, join tables, run statistics, map locations, and query JSON in PostgreSQL.
4.26
239
Practical SQL Summary
Practical SQL
Write real SQL: load data, join tables, run statistics, map locations, and query JSON in PostgreSQL.
by Anthony DeBarros 2022 427 pages
4.26
239 ratings
Learning JavaScript Design Patterns
by Addy Osmani • 2011
Design patterns translated for React: hooks, modules, and the rendering approach your app needs.
3.83
500+
Learning JavaScript Design Patterns Summary
Learning JavaScript Design Patterns
Design patterns translated for React: hooks, modules, and the rendering approach your app needs.
by Addy Osmani 2011 296 pages
3.83
500+ 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
500+
The Road to React Summary
The Road to React
Learn React the way it's actually written: hooks-first, project-driven, and tested from day one.
by Robin Wieruch 2017 286 pages
4.21
500+ 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
One language, one portfolio, one interview strategy: the sequence that turns learners into hires.
by John Sonmez 2017 796 pages
4.02
1k+ 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
Fifteen master programmers on how they think, debug, and design: the craft in their own words.
by Peter Seibel 2009 634 pages
3.95
5k+ 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
500+
The Nature of Code Summary
The Nature of Code
Code that breathes: how to build simulations that move, think, and evolve on your screen.
by Daniel Shiffman 2012 520 pages
4.57
500+ ratings
Effective Python
by Brett Slatkin • 2015
The Python habits that turn working code into maintainable software, from functions to concurrency.
4.26
500+
Effective Python Summary
Effective Python
The Python habits that turn working code into maintainable software, from functions to concurrency.
by Brett Slatkin 2015 227 pages
4.26
500+ ratings
A Smarter Way to Learn JavaScript. The new tech-assisted approach that requires half the effort
by Mark Myers • 2013
JavaScript learned through short chapters and immediate coding practice, designed to stick faster.
4.04
500+
A Smarter Way to Learn JavaScript. The new tech-assisted approach that requires half the effort Summary
A Smarter Way to Learn JavaScript. The new tech-assisted approach that requires half the effort
JavaScript learned through short chapters and immediate coding practice, designed to stick faster.
by Mark Myers 2013 254 pages
4.04
500+ ratings
Python for Finance
by Yves Hilpisch • 2012
Python's finance stack: vectorized data, Monte Carlo methods, deploying models from Excel to web.
3.80
249
Python for Finance Summary
Python for Finance
Python's finance stack: vectorized data, Monte Carlo methods, deploying models from Excel to web.
by Yves Hilpisch 2012 603 pages
3.80
249 ratings
The Little Book of Deep Learning
by François Fleuret • 2023
The machinery of deep learning, compressed: gradient descent, backprop, and attention.
4.32
151
The Little Book of Deep Learning Summary
The Little Book of Deep Learning
The machinery of deep learning, compressed: gradient descent, backprop, and attention.
by François Fleuret 2023 168 pages
4.32
151 ratings
Debugging
by David J. Agans • 2002
Learn to debug like a detective: reproduce the crime, divide the scene, and never guess.
4.26
500+
Debugging Summary
Debugging
Learn to debug like a detective: reproduce the crime, divide the scene, and never guess.
by David J. Agans 2002 192 pages
4.26
500+ ratings
Beyond the Basic Stuff with Python
by Al Sweigart • 2020
Stop guessing at style: the tools and idioms that turn working Python into professional code.
4.27
239
Beyond the Basic Stuff with Python Summary
Beyond the Basic Stuff with Python
Stop guessing at style: the tools and idioms that turn working Python into professional code.
by Al Sweigart 2020 384 pages
4.27
239 ratings
High Performance JavaScript
by Nicholas C. Zakas • 2010
Fewer DOM touches, shorter scope chains, smarter loading: JS performance without the rewrite.
4.10
500+
High Performance JavaScript Summary
High Performance JavaScript
Fewer DOM touches, shorter scope chains, smarter loading: JS performance without the rewrite.
by Nicholas C. Zakas 2010 232 pages
4.10
500+ 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
How to transform tangled code into textbook patterns one small, safe step at a time.
by Joshua Kerievsky 2004 367 pages
4.05
1k+ ratings
Dependency Injection in .NET
by Mark Seemann • 2011
When .NET classes build their own dependencies, the codebase calcifies. Patterns to undo it.
4.42
500+
Dependency Injection in .NET Summary
Dependency Injection in .NET
When .NET classes build their own dependencies, the codebase calcifies. Patterns to undo it.
by Mark Seemann 2011 584 pages
4.42
500+ ratings
Introduction to Machine Learning with Python
by Andreas C. Müller • 2015
Build models that generalize, not just memorize: a Python data scientist's guide.
4.33
500+
Introduction to Machine Learning with Python Summary
Introduction to Machine Learning with Python
Build models that generalize, not just memorize: a Python data scientist's guide.
by Andreas C. Müller 2015 400 pages
4.33
500+ ratings
Apprenticeship Patterns
by Dave Hoover • 2009
Promotion pulls coders away from code. The patterns for staying in the craft while still advancing.
4.10
500+
Apprenticeship Patterns Summary
Apprenticeship Patterns
Promotion pulls coders away from code. The patterns for staying in the craft while still advancing.
by Dave Hoover 2009 165 pages
4.10
500+ ratings
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