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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 — 10,247 ratings
|
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| 2 |
|
Deep Learning
by
4.44 avg rating — 2,094 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 — 34,508 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 — 9,208 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 — 2,314 ratings
score: 363,
and
5 people voted
|
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| 6 |
|
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
by
4.55 avg rating — 2,753 ratings
score: 357,
and
4 people voted
|
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| 7 |
|
Effective Modern C++: 42 Specific Ways to Improve Your Use of C++11 and C++14
by
4.56 avg rating — 1,572 ratings
score: 316,
and
4 people voted
|
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| 8 |
|
Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy
by
3.87 avg rating — 29,645 ratings
score: 291,
and
3 people voted
|
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| 9 |
|
Eloquent JavaScript: A Modern Introduction to Programming
by
4.14 avg rating — 3,194 ratings
score: 263,
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 — 3,131 ratings
score: 254,
and
3 people voted
|
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| 11 |
|
Steve Jobs
by
Walter Isaacson (Goodreads Author)
4.15 avg rating — 1,345,153 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
4.26 avg rating — 915 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 — 1,756 ratings
score: 204,
and
3 people voted
|
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| 14 |
|
How Google Works
by
Eric Schmidt (Goodreads Author)
4.05 avg rating — 29,424 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
3.97 avg rating — 27,158 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 — 20,698 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 — 16,984 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 — 8,039 ratings
score: 189,
and
2 people voted
|
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| 18 |
|
99 Bottles of OOP
by
4.55 avg rating — 665 ratings
score: 189,
and
2 people voted
|
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| 20 |
|
Sprint: How to Solve Big Problems and Test New Ideas in Just Five Days
by
Jake Knapp (Goodreads Author)
4.19 avg rating — 23,243 ratings
score: 174,
and
2 people voted
|
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| 20 |
|
Unit Testing: Principles, Practices, and Patterns
by
Vladimir Khorikov (Goodreads Author)
4.57 avg rating — 592 ratings
score: 174,
and
2 people voted
|
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| 22 |
|
Understanding Computation: From Simple Machines to Impossible Programs
by
Tom Stuart (Goodreads Author)
4.24 avg rating — 282 ratings
score: 173,
and
2 people voted
|
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| 22 |
|
Designing Distributed Systems: Patterns and Paradigms for Scalable, Reliable Services
by
3.59 avg rating — 650 ratings
score: 173,
and
2 people voted
|
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| 24 |
|
Bad Blood: Secrets and Lies in a Silicon Valley Startup
by
4.41 avg rating — 279,018 ratings
score: 172,
and
2 people voted
|
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| 24 |
|
The Site Reliability Workbook: Practical Ways to Implement SRE
by
Betsy Beyer (Editor)
4.35 avg rating — 397 ratings
score: 172,
and
2 people voted
|
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| 26 |
|
Rebooting AI: Building Artificial Intelligence We Can Trust
by
3.77 avg rating — 1,077 ratings
score: 171,
and
2 people voted
|
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| 26 |
|
Python Tricks: A Buffet of Awesome Python Features
by
4.43 avg rating — 1,093 ratings
score: 171,
and
2 people voted
|
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| 28 |
|
97 Things Every Programmer Should Know: Collective Wisdom from the Experts
by
Kevlin Henney (Editor)
3.63 avg rating — 1,979 ratings
score: 170,
and
2 people voted
|
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| 28 |
|
Geek Sublime: The Beauty of Code, the Code of Beauty
by
3.27 avg rating — 1,007 ratings
score: 170,
and
2 people voted
|
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| 30 |
|
Turing's Cathedral: The Origins of the Digital Universe
by
3.60 avg rating — 4,690 ratings
score: 169,
and
2 people voted
|
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| 30 |
|
Design of Design, The: Essays from a Computer Scientist
by
3.77 avg rating — 610 ratings
score: 169,
and
2 people voted
|
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| 30 |
|
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
3.92 avg rating — 591 ratings
score: 169,
and
2 people voted
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| 33 |
|
Automate This: How Algorithms Came to Rule Our World
by
3.82 avg rating — 3,632 ratings
score: 168,
and
2 people voted
|
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| 33 |
|
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 — 1,111 ratings
score: 168,
and
2 people voted
|
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| 33 |
|
Microservice Patterns
by
4.25 avg rating — 699 ratings
score: 168,
and
2 people voted
|
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| 36 |
|
The Net Delusion: The Dark Side of Internet Freedom
by
3.68 avg rating — 1,757 ratings
score: 167,
and
2 people voted
|
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| 37 |
|
Nine Algorithms That Changed the Future: The Ingenious Ideas That Drive Today's Computers
by
John MacCormick (Goodreads Author)
3.89 avg rating — 1,655 ratings
score: 166,
and
2 people voted
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| 37 |
|
Algorithms Unlocked
by
4.16 avg rating — 431 ratings
score: 166,
and
2 people voted
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| 37 |
|
Grokking Deep Learning
by
4.24 avg rating — 258 ratings
score: 166,
and
2 people voted
|
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| 40 |
|
Continuous delivery
by
Jez Humble (Goodreads Author)
4.20 avg rating — 3,298 ratings
score: 165,
and
2 people voted
|
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| 40 |
|
Algorithms Illuminated (Part 1): The Basics
by
Tim Roughgarden (Goodreads Author)
4.42 avg rating — 224 ratings
score: 165,
and
2 people voted
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| 42 |
|
The Linux Programming Interface: A Linux and UNIX System Programming Handbook
by
4.63 avg rating — 710 ratings
score: 164,
and
2 people voted
|
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| 42 |
|
Trust Me, I'm Lying: Confessions of a Media Manipulator
by
Ryan Holiday (Goodreads Author)
3.86 avg rating — 12,139 ratings
score: 164,
and
2 people voted
|
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| 42 |
|
Once Upon an Algorithm: How Stories Explain Computing
by
Martin Erwig (Goodreads Author)
3.64 avg rating — 258 ratings
score: 164,
and
2 people voted
|
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| 45 |
|
Hooked: How to Build Habit-Forming Products
by
Nir Eyal (Goodreads Author)
4.12 avg rating — 49,461 ratings
score: 163,
and
2 people voted
|
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| 45 |
|
Hatching Twitter: A True Story of Money, Power, Friendship, and Betrayal
by
Nick Bilton (Goodreads Author)
4.04 avg rating — 18,982 ratings
score: 163,
and
2 people voted
|
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| 47 |
|
Learn You a Haskell for Great Good!
by
4.31 avg rating — 2,370 ratings
score: 162,
and
2 people voted
|
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| 47 |
|
Kafka: The Definitive Guide: Real-Time Data and Stream Processing at Scale
by
4.15 avg rating — 718 ratings
score: 162,
and
2 people voted
|
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| 49 |
|
American Kingpin: The Epic Hunt for the Criminal Mastermind Behind the Silk Road
by
Nick Bilton (Goodreads Author)
4.41 avg rating — 52,155 ratings
score: 161,
and
2 people voted
|
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| 50 |
|
The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World
by
3.74 avg rating — 6,421 ratings
score: 160,
and
2 people voted
|
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| 50 |
|
Practical Statistics for Data Scientists: 50 Essential Concepts
by
4.02 avg rating — 530 ratings
score: 160,
and
2 people voted
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| 52 |
|
Seven Languages in Seven Weeks: A Pragmatic Guide to Learning Programming Languages
by
3.96 avg rating — 1,684 ratings
score: 159,
and
2 people voted
|
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| 52 |
|
Building Evolutionary Architectures: Support Constant Change
by
Neal Ford (Goodreads Author)
3.74 avg rating — 1,040 ratings
score: 159,
and
2 people voted
|
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| 54 |
|
Learning Python
by
4.01 avg rating — 3,193 ratings
score: 158,
and
2 people voted
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| 54 |
|
A Common-Sense Guide to Data Structures and Algorithms: Level Up Your Core Programming Skills
by
4.39 avg rating — 583 ratings
score: 158,
and
2 people voted
|
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| 56 |
|
Data and Goliath: The Hidden Battles to Collect Your Data and Control Your World
by
really liked it 4.00 avg rating — 3,860 ratings
score: 157,
and
2 people voted
|
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| 56 |
|
Machine Learning
by
3.62 avg rating — 1,066 ratings
score: 157,
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2 people voted
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| 58 |
|
Practical Malware Analysis: The Hands-On Guide to Dissecting Malicious Software
by
4.48 avg rating — 606 ratings
score: 156,
and
2 people voted
|
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| 58 |
|
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: 156,
and
2 people voted
|
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| 58 |
|
Domain-Driven Design Distilled
by
3.82 avg rating — 1,307 ratings
score: 156,
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2 people voted
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| 58 |
|
Python for Everybody: Exploring Data in Python 3
by
4.28 avg rating — 910 ratings
score: 156,
and
2 people voted
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| 62 |
|
Game Programming Patterns
by
Robert Nystrom (Goodreads Author)
4.48 avg rating — 1,552 ratings
score: 155,
and
2 people voted
|
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| 62 |
|
The Art of R Programming: A Tour of Statistical Software Design
by
4.01 avg rating — 590 ratings
score: 155,
and
2 people voted
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| 64 |
|
Big Data: A Revolution That Will Transform How We Live, Work, and Think
by
3.69 avg rating — 8,666 ratings
score: 154,
and
2 people voted
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| 64 |
|
Software Design Decoded: 66 Ways Experts Think
by
3.55 avg rating — 206 ratings
score: 154,
and
2 people voted
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| 66 |
|
Land of Lisp
by
4.16 avg rating — 675 ratings
score: 153,
and
2 people voted
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| 66 |
|
A Bug Hunter's Diary: A Guided Tour Through the Wilds of Software Security
by
3.92 avg rating — 248 ratings
score: 153,
and
2 people voted
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| 66 |
|
Zero Bugs and Program Faster
by
3.65 avg rating — 122 ratings
score: 153,
and
2 people voted
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| 69 |
|
R Graphics Cookbook: Practical Recipes for Visualizing Data
by
4.24 avg rating — 303 ratings
score: 152,
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2 people voted
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| 70 |
|
The Tangled Web: A Guide to Securing Modern Web Applications
by
4.04 avg rating — 553 ratings
score: 151,
and
2 people voted
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| 70 |
|
Elegant Objects
by
Yegor Bugayenko (Goodreads Author)
really liked it 4.00 avg rating — 299 ratings
score: 151,
and
2 people voted
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| 72 |
|
Think Like a Programmer: An Introduction to Creative Problem Solving
by
3.86 avg rating — 583 ratings
score: 150,
and
2 people voted
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| 72 |
|
Python for Kids: A Playful Introduction to Programming
by
Jason R. Briggs (Goodreads Author)
4.15 avg rating — 577 ratings
score: 150,
and
2 people voted
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| 72 |
|
Elements of Programming Interviews in Python: The Insiders' Guide
by
4.48 avg rating — 263 ratings
score: 150,
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2 people voted
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| 75 |
|
Building Microservices: Designing Fine-Grained Systems
by
4.22 avg rating — 5,153 ratings
score: 149,
and
2 people voted
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| 75 |
|
JavaScript for Kids: A Playful Introduction to Programming
by
4.22 avg rating — 247 ratings
score: 149,
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2 people voted
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| 75 |
|
Becoming a Better Programmer: A Handbook for People Who Care About Code
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3.53 avg rating — 254 ratings
score: 149,
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2 people voted
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| 75 |
|
Modern PHP: New Features and Good Practices
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4.10 avg rating — 305 ratings
score: 149,
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2 people voted
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| 75 |
|
Functional and Reactive Domain Modeling
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4.20 avg rating — 168 ratings
score: 149,
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2 people voted
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| 75 |
|
Design Patterns Explained Simply
by
Alexander Shvets (Goodreads Author)
3.88 avg rating — 120 ratings
score: 149,
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2 people voted
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| 81 |
|
The Phoenix Project: A Novel About IT, DevOps, and Helping Your Business Win
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4.26 avg rating — 49,403 ratings
score: 148,
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2 people voted
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| 81 |
|
Mining of Massive Datasets
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4.35 avg rating — 248 ratings
score: 148,
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2 people voted
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| 81 |
|
How Google Tests Software
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3.77 avg rating — 997 ratings
score: 148,
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2 people voted
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| 81 |
|
I Heart Logs: Event Data, Stream Processing, and Data Integration
by
3.85 avg rating — 390 ratings
score: 148,
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2 people voted
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| 81 |
|
Kotlin in Action
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4.41 avg rating — 597 ratings
score: 148,
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2 people voted
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| 86 |
|
Data Science from Scratch: First Principles with Python
by
3.91 avg rating — 1,133 ratings
score: 147,
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2 people voted
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| 86 |
|
If Hemingway Wrote JavaScript
by
4.09 avg rating — 370 ratings
score: 147,
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2 people voted
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| 86 |
|
Soft Skills: The Software Developer's Life Manual
by
3.84 avg rating — 2,841 ratings
score: 147,
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2 people voted
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| 86 |
|
Discover Meteor: Building Real-Time JavaScript Web Apps
by
Tom Coleman (Goodreads Author)
4.36 avg rating — 103 ratings
score: 147,
and
2 people voted
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| 86 |
|
Silicon Planet: My Life in Computer Chips
by
Pat Hays (Goodreads Author)
3.87 avg rating — 15 ratings
score: 147,
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2 people voted
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| 91 |
|
Black Hat Python: Python Programming for Hackers and Pentesters
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4.12 avg rating — 607 ratings
score: 146,
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2 people voted
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| 91 |
|
Hello, Startup: A Programmer's Guide to Building Products, Technologies, and Teams
by
Yevgeniy Brikman (Goodreads Author)
4.49 avg rating — 389 ratings
score: 146,
and
2 people voted
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| 91 |
|
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: 146,
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2 people voted
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| 94 |
|
You Don't Know JS: Scope and Closures (You Don't Know JS, #2)
by
4.55 avg rating — 1,874 ratings
score: 145,
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2 people voted
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| 94 |
|
Python Crash Course: A Hands-On, Project-Based Introduction to Programming
by
4.36 avg rating — 3,065 ratings
score: 145,
and
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The Rust Programming Language
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The Healthy Programmer
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Python Data Science Handbook: Essential Tools for Working with Data
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Distributed Systems For Fun and Profit
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Docker: Up & Running: Shipping Reliable Containers in Production
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227 books ·
34 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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