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Computer Science Books of the 2010s and 2020s
It is surprisingly difficult on Goodreads to find the good new Computer Science books. So this list tries to help with that.
See also:
Best Popular Computer Science Books on Goodreads
Best Less Popular Computer Science Books on Goodreads
Computer Science Books of the 2010s and 2020s
Essential Programming Books
Essential Books of Computer Science
IT books by Female Authors
Software Craftsmanship
DevOps Reading List
Basically any book shelved as Computer Science at least 10 times and with at least 100 ratings and published from Jan 1st 2010 to December 31st 2029.
This list started as a 2010's only. And if the list gets over 100 it might be split.
Other topic lists for the 2010s:
animals, food, health, culture, parenting, philosophy, psychology, sports, travel, writing
See also:
Best Popular Computer Science Books on Goodreads
Best Less Popular Computer Science Books on Goodreads
Computer Science Books of the 2010s and 2020s
Essential Programming Books
Essential Books of Computer Science
IT books by Female Authors
Software Craftsmanship
DevOps Reading List
Basically any book shelved as Computer Science at least 10 times and with at least 100 ratings and published from Jan 1st 2010 to December 31st 2029.
This list started as a 2010's only. And if the list gets over 100 it might be split.
Other topic lists for the 2010s:
animals, food, health, culture, parenting, philosophy, psychology, sports, travel, writing
Score
A book’s total score is based on multiple factors, including the number of people who have voted for it and how highly those voters ranked the book.
| 1 |
|
Designing Data-Intensive Applications
by
Martin Kleppmann (Goodreads Author)
4.70 avg rating — 10,109 ratings
|
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| 2 |
|
Deep Learning
by
4.44 avg rating — 2,083 ratings
score: 674,
and
7 people voted
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| 3 |
|
Algorithms to Live By: The Computer Science of Human Decisions
by
Brian Christian (Goodreads Author)
4.13 avg rating — 34,320 ratings
score: 589,
and
6 people voted
|
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| 4 |
|
The Clean Coder: A Code of Conduct for Professional Programmers
by
4.26 avg rating — 9,183 ratings
score: 387,
and
4 people voted
|
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| 5 |
|
An Introduction to Statistical Learning: with Applications in R
by
4.59 avg rating — 2,308 ratings
score: 363,
and
5 people voted
|
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| 6 |
|
Effective Modern C++: 42 Specific Ways to Improve Your Use of C++11 and C++14
by
4.56 avg rating — 1,564 ratings
score: 316,
and
4 people voted
|
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| 7 |
|
Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy
by
3.87 avg rating — 29,493 ratings
score: 291,
and
3 people voted
|
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| 8 |
|
Eloquent JavaScript: A Modern Introduction to Programming
by
4.14 avg rating — 3,188 ratings
score: 263,
and
3 people voted
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| 9 |
|
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
by
4.55 avg rating — 2,741 ratings
score: 258,
and
3 people voted
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| 10 |
|
Automate the Boring Stuff with Python: Practical Programming for Total Beginners
by
Al Sweigart (Goodreads Author)
4.28 avg rating — 3,103 ratings
score: 254,
and
3 people voted
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| 11 |
|
Steve Jobs
by
Walter Isaacson (Goodreads Author)
4.15 avg rating — 1,338,291 ratings
score: 222,
and
3 people voted
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| 12 |
|
Effective Python: 59 Specific Ways to Write Better Python (Effective Software Development Series)
by
4.27 avg rating — 913 ratings
score: 205,
and
3 people voted
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| 13 |
|
Fluent Python: Clear, Concise, and Effective Programming
by
Luciano Ramalho (Goodreads Author)
4.62 avg rating — 1,737 ratings
score: 204,
and
3 people voted
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| 14 |
|
How Google Works
by
Eric Schmidt (Goodreads Author)
4.05 avg rating — 29,377 ratings
score: 197,
and
2 people voted
|
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| 15 |
|
Ghost in the Wires: My Adventures as the World's Most Wanted Hacker
by
3.96 avg rating — 27,042 ratings
score: 196,
and
2 people voted
|
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| 16 |
|
Superintelligence: Paths, Dangers, Strategies
by
Nick Bostrom (Goodreads Author)
3.85 avg rating — 20,550 ratings
score: 191,
and
2 people voted
|
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| 17 |
|
The Information: A History, a Theory, a Flood
by
James Gleick (Goodreads Author)
4.04 avg rating — 16,909 ratings
score: 190,
and
2 people voted
|
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| 18 |
|
Kingpin: How One Hacker Took Over the Billion-Dollar Cybercrime Underground
by
3.97 avg rating — 8,024 ratings
score: 189,
and
2 people voted
|
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| 18 |
|
99 Bottles of OOP
by
4.55 avg rating — 662 ratings
score: 189,
and
2 people voted
|
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| 20 |
|
Unit Testing: Principles, Practices, and Patterns
by
Vladimir Khorikov (Goodreads Author)
4.57 avg rating — 582 ratings
score: 174,
and
2 people voted
|
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| 21 |
|
97 Things Every Programmer Should Know: Collective Wisdom from the Experts
by
Kevlin Henney (Editor)
3.63 avg rating — 1,978 ratings
score: 170,
and
2 people voted
|
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| 22 |
|
Design of Design, The: Essays from a Computer Scientist
by
3.77 avg rating — 609 ratings
score: 169,
and
2 people voted
|
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| 23 |
|
Automate This: How Algorithms Came to Rule Our World
by
3.82 avg rating — 3,630 ratings
score: 168,
and
2 people voted
|
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| 24 |
|
Algorithms Unlocked
by
4.16 avg rating — 431 ratings
score: 166,
and
2 people voted
|
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| 25 |
|
The Linux Programming Interface: A Linux and UNIX System Programming Handbook
by
4.63 avg rating — 706 ratings
score: 164,
and
2 people voted
|
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| 26 |
|
Game Programming Patterns
by
Robert Nystrom (Goodreads Author)
4.48 avg rating — 1,536 ratings
score: 155,
and
2 people voted
|
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| 27 |
|
Land of Lisp: Learn to Program in Lisp, One Game at a Time!
by
4.16 avg rating — 675 ratings
score: 153,
and
2 people voted
|
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| 28 |
|
Think Like a Programmer: An Introduction to Creative Problem Solving
by
3.86 avg rating — 584 ratings
score: 150,
and
2 people voted
|
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| 29 |
|
Building Microservices: Designing Fine-Grained Systems
by
4.22 avg rating — 5,133 ratings
score: 149,
and
2 people voted
|
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| 30 |
|
Mining of Massive Datasets
by
4.35 avg rating — 246 ratings
score: 148,
and
2 people voted
|
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| 30 |
|
How Google Tests Software
by
3.77 avg rating — 996 ratings
score: 148,
and
2 people voted
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| 32 |
|
Lauren Ipsum
by
Carlos Bueno (Goodreads Author)
3.89 avg rating — 732 ratings
score: 137,
and
2 people voted
|
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| 33 |
|
The Innovators: How a Group of Hackers, Geniuses and Geeks Created the Digital Revolution
by
Walter Isaacson (Goodreads Author)
4.12 avg rating — 39,337 ratings
score: 132,
and
2 people voted
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| 34 |
|
The Art of Readable Code: Simple and Practical Techniques for Writing Better Code
by
really liked it 4.00 avg rating — 766 ratings
score: 131,
and
2 people voted
|
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| 35 |
|
Introduction to Computation and Programming Using Python
by
4.22 avg rating — 494 ratings
score: 128,
and
2 people voted
|
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| 36 |
|
Metasploit: The Penetration Tester's Guide
by
4.07 avg rating — 864 ratings
score: 124,
and
2 people voted
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| 37 |
|
Windows Internals, Part 1: Covering Windows Server 2008 R2 and Windows 7
by
4.46 avg rating — 206 ratings
score: 123,
and
2 people voted
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| 38 |
|
A Tour of C++ (C++ In Depth SERIES)
by
4.29 avg rating — 1,073 ratings
score: 116,
and
2 people voted
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| 39 |
|
You Don't Know JS: Up & Going
by
4.35 avg rating — 2,534 ratings
score: 114,
and
2 people voted
|
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| 40 |
|
Site Reliability Engineering: How Google Runs Production Systems
by
Betsy Beyer (Editor)
4.21 avg rating — 2,864 ratings
score: 112,
and
2 people voted
|
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| 40 |
|
Computer Science Distilled: Learn the Art of Solving Computational Problems
by
Wladston Ferreira Filho (Goodreads Author)
4.07 avg rating — 1,180 ratings
score: 112,
and
2 people voted
|
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| 42 |
|
Accelerate: Building and Scaling High Performing Technology Organizations
by
Nicole Forsgren (Goodreads Author)
4.05 avg rating — 7,903 ratings
score: 109,
and
2 people voted
|
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| 43 |
|
The Healthy Programmer
by
3.74 avg rating — 465 ratings
score: 100,
and
1 person voted
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| 43 |
|
Python Crash Course: A Hands-On, Project-Based Introduction to Programming
by
4.36 avg rating — 3,036 ratings
score: 100,
and
1 person voted
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| 43 |
|
HTML and CSS QuickStart Guide: The Simplified Beginners Guide to Developing a Strong Coding Foundation, Building Responsive Websites, and Mastering ...
by
4.22 avg rating — 9 ratings
score: 100,
and
1 person voted
|
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| 43 |
|
Silicon Planet: My Life in Computer Chips
by
Pat Hays (Goodreads Author)
3.87 avg rating — 15 ratings
score: 100,
and
1 person voted
|
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| 47 |
|
Black Hat Python: Python Programming for Hackers and Pentesters
by
4.11 avg rating — 602 ratings
score: 98,
and
1 person voted
|
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| 47 |
|
Soft Skills: The Software Developer's Life Manual
by
3.84 avg rating — 2,838 ratings
score: 98,
and
1 person voted
|
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| 49 |
|
If Hemingway Wrote JavaScript
by
4.09 avg rating — 370 ratings
score: 97,
and
1 person voted
|
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| 49 |
|
Kotlin in Action
by
4.41 avg rating — 594 ratings
score: 97,
and
1 person voted
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| 51 |
|
The Phoenix Project: A Novel About IT, DevOps, and Helping Your Business Win
by
4.26 avg rating — 49,149 ratings
score: 96,
and
1 person voted
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| 51 |
|
Functional and Reactive Domain Modeling
by
4.20 avg rating — 168 ratings
score: 96,
and
1 person voted
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| 53 |
|
JavaScript for Kids: A Playful Introduction to Programming
by
4.22 avg rating — 247 ratings
score: 95,
and
1 person voted
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| 53 |
|
Elements of Programming Interviews in Python: The Insiders' Guide
by
4.49 avg rating — 261 ratings
score: 95,
and
1 person voted
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| 55 |
|
Python for Kids: A Playful Introduction to Programming
by
Jason R. Briggs (Goodreads Author)
4.15 avg rating — 577 ratings
score: 94,
and
1 person voted
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| 55 |
|
Elegant Objects
by
Yegor Bugayenko (Goodreads Author)
really liked it 4.00 avg rating — 299 ratings
score: 94,
and
1 person voted
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| 57 |
|
The Tangled Web: A Guide to Securing Modern Web Applications
by
4.05 avg rating — 552 ratings
score: 93,
and
1 person voted
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| 57 |
|
R Graphics Cookbook: Practical Recipes for Visualizing Data
by
4.24 avg rating — 302 ratings
score: 93,
and
1 person voted
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| 57 |
|
Zero Bugs and Program Faster
by
3.65 avg rating — 120 ratings
score: 93,
and
1 person voted
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| 60 |
|
A Bug Hunter's Diary: A Guided Tour Through the Wilds of Software Security
by
3.92 avg rating — 248 ratings
score: 92,
and
1 person voted
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| 60 |
|
Software Design Decoded: 66 Ways Experts Think
by
3.54 avg rating — 205 ratings
score: 92,
and
1 person voted
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| 62 |
|
Big Data: A Revolution That Will Transform How We Live, Work, and Think
by
3.69 avg rating — 8,664 ratings
score: 91,
and
1 person voted
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| 62 |
|
The Art of R Programming: A Tour of Statistical Software Design
by
4.02 avg rating — 586 ratings
score: 91,
and
1 person voted
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| 62 |
|
Domain-Driven Design Distilled
by
3.82 avg rating — 1,304 ratings
score: 91,
and
1 person voted
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| 65 |
|
Practical Malware Analysis: The Hands-On Guide to Dissecting Malicious Software
by
4.48 avg rating — 606 ratings
score: 90,
and
1 person voted
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| 66 |
|
Python for Everybody: Exploring Data in Python 3
by
4.27 avg rating — 906 ratings
score: 89,
and
1 person voted
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| 67 |
|
The Book of CSS3: A Developer's Guide to the Future of Web Design
by
Peter Gasston (Goodreads Author)
4.06 avg rating — 193 ratings
score: 88,
and
1 person voted
|
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| 67 |
|
Machine Learning
by
3.62 avg rating — 1,061 ratings
score: 88,
and
1 person voted
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| 69 |
|
Data and Goliath: The Hidden Battles to Collect Your Data and Control Your World
by
really liked it 4.00 avg rating — 3,838 ratings
score: 87,
and
1 person voted
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| 69 |
|
A Common-Sense Guide to Data Structures and Algorithms: Level Up Your Core Programming Skills
by
4.39 avg rating — 580 ratings
score: 87,
and
1 person voted
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| 71 |
|
Learning Python
by
4.01 avg rating — 3,187 ratings
score: 86,
and
1 person voted
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| 71 |
|
Building Evolutionary Architectures: Support Constant Change
by
Neal Ford (Goodreads Author)
3.74 avg rating — 1,033 ratings
score: 86,
and
1 person voted
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| 73 |
|
Seven Languages in Seven Weeks: A Pragmatic Guide to Learning Programming Languages
by
3.96 avg rating — 1,683 ratings
score: 85,
and
1 person voted
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| 73 |
|
Practical Statistics for Data Scientists: 50 Essential Concepts
by
4.03 avg rating — 529 ratings
score: 85,
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1 person voted
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| 75 |
|
The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World
by
3.74 avg rating — 6,396 ratings
score: 84,
and
1 person voted
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| 75 |
|
American Kingpin: The Epic Hunt for the Criminal Mastermind Behind the Silk Road
by
Nick Bilton (Goodreads Author)
4.41 avg rating — 51,563 ratings
score: 84,
and
1 person voted
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| 75 |
|
Kafka: The Definitive Guide: Real-Time Data and Stream Processing at Scale
by
4.16 avg rating — 717 ratings
score: 84,
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1 person voted
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| 78 |
|
Learn You a Haskell for Great Good!
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4.31 avg rating — 2,370 ratings
score: 83,
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1 person voted
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| 78 |
|
Hooked: How to Build Habit-Forming Products
by
Nir Eyal (Goodreads Author)
4.12 avg rating — 49,085 ratings
score: 83,
and
1 person voted
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| 80 |
|
Hatching Twitter: A True Story of Money, Power, Friendship, and Betrayal
by
Nick Bilton (Goodreads Author)
4.04 avg rating — 18,957 ratings
score: 82,
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1 person voted
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| 80 |
|
Once Upon an Algorithm: How Stories Explain Computing
by
Martin Erwig (Goodreads Author)
3.65 avg rating — 256 ratings
score: 82,
and
1 person voted
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| 82 |
|
Trust Me, I'm Lying: Confessions of a Media Manipulator
by
Ryan Holiday (Goodreads Author)
3.86 avg rating — 12,081 ratings
score: 81,
and
1 person voted
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| 82 |
|
Algorithms Illuminated (Part 1): The Basics
by
Tim Roughgarden (Goodreads Author)
4.41 avg rating — 222 ratings
score: 81,
and
1 person voted
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| 84 |
|
Continuous delivery
by
Jez Humble (Goodreads Author)
4.20 avg rating — 3,292 ratings
score: 80,
and
1 person voted
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| 84 |
|
Grokking Deep Learning
by
4.24 avg rating — 256 ratings
score: 80,
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1 person voted
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| 86 |
|
Nine Algorithms That Changed the Future: The Ingenious Ideas That Drive Today's Computers
by
John MacCormick (Goodreads Author)
3.89 avg rating — 1,646 ratings
score: 79,
and
1 person voted
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| 86 |
|
Fundamentals of Software Architecture: An Engineering Approach
by
4.26 avg rating — 2,089 ratings
score: 79,
and
2 people voted
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| 86 |
|
The Net Delusion: The Dark Side of Internet Freedom
by
3.68 avg rating — 1,757 ratings
score: 79,
and
1 person voted
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| 86 |
|
Microservice Patterns
by
4.25 avg rating — 692 ratings
score: 79,
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1 person voted
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| 90 |
|
Fatal System Error: The Hunt for the New Crime Lords Who are Bringing Down the Internet
by
Joseph Menn (Goodreads Author)
3.69 avg rating — 1,110 ratings
score: 78,
and
1 person voted
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| 90 |
|
Learn Python 3 the Hard Way: A Very Simple Introduction to the Terrifyingly Beautiful World of Computers and Code (Zed Shaw's Hard Way Series)
by
3.93 avg rating — 587 ratings
score: 78,
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1 person voted
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| 92 |
|
Turing's Cathedral: The Origins of the Digital Universe
by
3.60 avg rating — 4,680 ratings
score: 77,
and
1 person voted
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| 92 |
|
Geek Sublime: The Beauty of Code, the Code of Beauty
by
3.27 avg rating — 1,007 ratings
score: 77,
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1 person voted
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| 92 |
|
Python Tricks: A Buffet of Awesome Python Features
by
4.43 avg rating — 1,093 ratings
score: 77,
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1 person voted
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| 95 |
|
Rebooting AI: Building Artificial Intelligence We Can Trust
by
3.77 avg rating — 1,071 ratings
score: 76,
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1 person voted
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| 95 |
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The Site Reliability Workbook: Practical Ways to Implement SRE
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Betsy Beyer (Editor)
4.35 avg rating — 394 ratings
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Bad Blood: Secrets and Lies in a Silicon Valley Startup
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Designing Distributed Systems: Patterns and Paradigms for Scalable, Reliable Services
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Understanding Computation: From Simple Machines to Impossible Programs
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Tom Stuart (Goodreads Author)
4.24 avg rating — 282 ratings
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Sprint: How to Solve Big Problems and Test New Ideas in Just Five Days
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Jake Knapp (Goodreads Author)
4.19 avg rating — 23,148 ratings
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227 books ·
31 voters ·
list created October 10th, 2017
by Mitchell Friedman (votes) .
Comments Showing 1-3 of 3 (3 new)
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by
Rahul
(new)
Dec 29, 2020 08:44AM
Thanks for sharing this.
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Recently - soon after I added the 2020's to this list - a lot of books were placed on this list - over 500 in fact. Walking through the books added - I've noted quite a few that have less than 10 computer science shelves - these will take quite some time to be removed.
Just looking at https://www.goodreads.com/shelf/show/computer%20science?page=15 there are 728 books in goodreads with 10 or more shelves as computer science. Many of these have less than 100 ratings or were published before January 1st, 2010.
Anyone can add books to this list.
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