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For purposes of this list, only include books with between 100 andd 999 ratings and shelved at least 10 times as computer science.
Anything with less than 100 ratings or more than 999 ratings or shelved less than 10 times as computer science, will be removed.
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
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Anything with less than 100 ratings or more than 999 ratings or shelved less than 10 times as computer science, will be removed.
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
Related Lists By Topic:
All, Anthropology, Astronomy, Biography, Biology, Botany, Climate, Children, Classics, Computer Science, Economics, Epic Fantasy, Fantasy, Genetics, Geography, Graphic Novels, History, Horror, Judaism, Language, Manga, Military Science Fiction, Music, Mysteries, Non-Fiction, Philosophy, Picture Books, Poetry, Politics, Productivity, Psychology, Romance, Science Fiction, Short Stories, Space Opera, Steampunk, Travel, Young Adult
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 |
|
The Art of Computer Programming, Volumes 1-3 Boxed Set
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4.49 avg rating — 771 ratings
score: 658,
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7 people voted
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| 2 |
|
The Art of Computer Programming, Volumes 1-4A Boxed Set
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4.74 avg rating — 235 ratings
score: 591,
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7 people voted
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| 3 |
|
The Linux Programming Interface: A Linux and UNIX System Programming Handbook
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4.63 avg rating — 713 ratings
score: 531,
and
6 people voted
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| 4 |
|
The Art of Computer Programming: Volume 3: Sorting and Searching
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4.42 avg rating — 511 ratings
score: 528,
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6 people voted
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| 5 |
|
Introduction to Automata Theory, Languages, and Computation
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4.06 avg rating — 668 ratings
score: 496,
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6 people voted
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| 6 |
|
Expert C Programming: Deep C Secrets
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4.33 avg rating — 851 ratings
score: 478,
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6 people voted
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| 7 |
|
The Elements Of Computing Systems: Building A Modern Computer From First Principles
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4.54 avg rating — 946 ratings
score: 461,
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5 people voted
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| 8 |
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The Art of Computer Programming, Volume 2: Seminumerical Algorithms
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4.43 avg rating — 524 ratings
score: 426,
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5 people voted
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| 9 |
|
Operating Systems: Three Easy Pieces
by
Remzi H. Arpaci-Dusseau (Goodreads Author)
4.71 avg rating — 794 ratings
score: 404,
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6 people voted
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| 10 |
|
Feynman Lectures On Computation
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4.25 avg rating — 476 ratings
score: 403,
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5 people voted
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| 11 |
|
The Computer and the Brain
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3.90 avg rating — 824 ratings
score: 402,
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5 people voted
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| 12 |
|
Algorithms Unlocked
by
4.16 avg rating — 431 ratings
score: 393,
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6 people voted
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| 13 |
|
Operating Systems Design and Implementation
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4.13 avg rating — 551 ratings
score: 385,
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5 people voted
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| 14 |
|
Linux Kernel Development
by
Robert Love (Goodreads Author)
4.34 avg rating — 870 ratings
score: 383,
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5 people voted
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| 14 |
|
The Design of the UNIX Operating System
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4.24 avg rating — 589 ratings
score: 383,
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5 people voted
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| 16 |
|
Land of Lisp
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4.16 avg rating — 675 ratings
score: 382,
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5 people voted
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| 17 |
|
Quantum Computing Since Democritus
by
4.15 avg rating — 1,066 ratings
score: 352,
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5 people voted
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| 18 |
|
An Introduction to Functional Programming Through Lambda Calculus
by
Greg Michaelson (Goodreads Author)
4.13 avg rating — 225 ratings
score: 350,
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5 people voted
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| 19 |
|
The Universal Computer: The Road from Leibniz to Turing
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4.10 avg rating — 505 ratings
score: 346,
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5 people voted
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| 20 |
|
Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition
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4.29 avg rating — 642 ratings
score: 342,
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5 people voted
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| 20 |
|
The Elements of Programming Style
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4.19 avg rating — 288 ratings
score: 342,
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5 people voted
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| 22 |
|
Reinforcement Learning: An Introduction
by
4.54 avg rating — 812 ratings
score: 321,
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4 people voted
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| 23 |
|
Machine Learning (McGraw-Hill International Editions Computer Science Series)
by
4.07 avg rating — 854 ratings
score: 318,
and
4 people voted
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| 24 |
|
Information Theory, Inference, and Learning Algorithms
by
4.52 avg rating — 488 ratings
score: 304,
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4 people voted
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| 25 |
|
Paradigms of Artificial Intelligence Programming: Case Studies in Common Lisp
by
4.33 avg rating — 503 ratings
score: 302,
and
4 people voted
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| 26 |
|
Apprenticeship Patterns: Guidance for the Aspiring Software Craftsman
by
4.10 avg rating — 961 ratings
score: 299,
and
4 people voted
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| 27 |
|
Accelerated C++: Practical Programming by Example
by
4.06 avg rating — 723 ratings
score: 286,
and
4 people voted
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| 28 |
|
Natural Language Processing with Python: Analyzing Text with the Natural Language Toolkit
by
Steven Bird (Goodreads Author)
4.10 avg rating — 569 ratings
score: 282,
and
4 people voted
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| 28 |
|
Functional Programming in Scala
by
Rúnar Bjarnason (Goodreads Author)
4.42 avg rating — 748 ratings
score: 282,
and
4 people voted
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| 30 |
|
Computer Organization and Architecture
by
4.06 avg rating — 596 ratings
score: 280,
and
4 people voted
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| 30 |
|
UNIX Power Tools
by
4.17 avg rating — 689 ratings
score: 280,
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3 people voted
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| 32 |
|
Computers and Intractability: A Guide to the Theory of NP-Completeness (Series of Books in the Mathematical Sciences)
by
4.15 avg rating — 213 ratings
score: 263,
and
4 people voted
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| 33 |
|
Effective Python: 59 Specific Ways to Write Better Python (Effective Software Development Series)
by
4.27 avg rating — 913 ratings
score: 260,
and
4 people voted
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| 34 |
|
Understanding Computation: From Simple Machines to Impossible Programs
by
Tom Stuart (Goodreads Author)
4.24 avg rating — 282 ratings
score: 256,
and
4 people voted
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| 35 |
|
Real World Haskell
by
Bryan O'Sullivan (Goodreads Author)
3.94 avg rating — 943 ratings
score: 252,
and
3 people voted
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| 36 |
|
Concepts, Techniques, and Models of Computer Programming
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4.11 avg rating — 245 ratings
score: 248,
and
4 people voted
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| 37 |
|
Fundamentals of Database Systems
by
3.81 avg rating — 961 ratings
score: 240,
and
3 people voted
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| 38 |
|
Data Smart: Using Data Science to Transform Information into Insight
by
4.12 avg rating — 1,015 ratings
score: 238,
and
3 people voted
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| 39 |
|
Types and Programming Languages
by
4.27 avg rating — 586 ratings
score: 231,
and
3 people voted
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| 40 |
|
Purely Functional Data Structures
by
4.14 avg rating — 669 ratings
score: 225,
and
3 people voted
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| 41 |
|
C++ Primer
by
4.22 avg rating — 992 ratings
score: 221,
and
3 people voted
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| 42 |
|
Algorithms
by
4.24 avg rating — 478 ratings
score: 213,
and
4 people voted
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| 43 |
|
Design of Design, The: Essays from a Computer Scientist
by
3.77 avg rating — 611 ratings
score: 208,
and
3 people voted
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| 44 |
|
Python Cookbook, Third Edition
by
4.18 avg rating — 1,024 ratings
score: 201,
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3 people voted
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| 45 |
|
Algorithm Design
by
4.17 avg rating — 659 ratings
score: 200,
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3 people voted
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| 46 |
|
Quantum Computation and Quantum Information (Cambridge Series on Information and the Natural Sciences)
by
4.39 avg rating — 536 ratings
score: 197,
and
3 people voted
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| 47 |
|
The Docker Book: Containerization is the new virtualization
by
James Turnbull (Goodreads Author)
3.92 avg rating — 727 ratings
score: 195,
and
2 people voted
|
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| 48 |
|
A Discipline of Programming
by
4.23 avg rating — 182 ratings
score: 194,
and
3 people voted
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| 49 |
|
Linux in a Nutshell
by
3.92 avg rating — 766 ratings
score: 193,
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2 people voted
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| 49 |
|
Planning Extreme Programming
by
3.91 avg rating — 383 ratings
score: 193,
and
2 people voted
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| 49 |
|
More Exceptional C++: 40 New Engineering Puzzles, Programming Problems, and Solutions
by
4.25 avg rating — 183 ratings
score: 193,
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2 people voted
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| 49 |
|
Modern C++ Design: Generic Programming and Design Patterns Applied
by
4.24 avg rating — 882 ratings
score: 193,
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2 people voted
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| 49 |
|
Documenting Software Architectures: Views and Beyond
by
3.71 avg rating — 206 ratings
score: 193,
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2 people voted
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| 54 |
|
Programmers at Work: Interviews With 19 Programmers Who Shaped the Computer Industry
by
Susan Lammers (Editor)
4.09 avg rating — 158 ratings
score: 192,
and
2 people voted
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| 55 |
|
The Zen of CSS Design: Visual Enlightenment for the Web
by
4.01 avg rating — 870 ratings
score: 191,
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2 people voted
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| 55 |
|
Software Craftsman, The: Professionalism, Pragmatism, Pride (Robert C. Martin Series)
by
Sandro Mancuso (Goodreads Author)
4.30 avg rating — 961 ratings
score: 191,
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2 people voted
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| 55 |
|
Software Craftsmanship: The New Imperative
by
3.93 avg rating — 228 ratings
score: 191,
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2 people voted
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| 58 |
|
Web Design with HTML, CSS, JavaScript and jQuery Set
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4.40 avg rating — 755 ratings
score: 190,
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2 people voted
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| 58 |
|
TCP/IP Illustrated: The Implementation, Vol. 2
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4.27 avg rating — 328 ratings
score: 190,
and
2 people voted
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| 60 |
|
Computational Complexity: A Modern Approach
by
4.32 avg rating — 137 ratings
score: 189,
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3 people voted
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| 60 |
|
Lurking: How a Person Became a User
by
Joanne McNeil (Goodreads Author)
3.76 avg rating — 875 ratings
score: 189,
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2 people voted
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| 60 |
|
The Mikado Method
by
Ola Ellnestam (Goodreads Author)
3.51 avg rating — 135 ratings
score: 189,
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2 people voted
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| 60 |
|
Effective STL: 50 Specific Ways to Improve Your Use of the Standard Template Library
by
4.22 avg rating — 621 ratings
score: 189,
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2 people voted
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| 64 |
|
Modern Vim: Craft Your Development Environment with Vim 8 and Neovim
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3.69 avg rating — 165 ratings
score: 188,
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2 people voted
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| 64 |
|
The Productive Programmer (Theory in Practice
by
Neal Ford (Goodreads Author)
3.72 avg rating — 806 ratings
score: 188,
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2 people voted
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| 64 |
|
HumAIn: Navigating the Impact of AI in a Jobless Future
by
Amanda Gibbs (Goodreads Author)
4.50 avg rating — 4 ratings
score: 188,
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2 people voted
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| 67 |
|
The Psychology of Computer Programming
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4.07 avg rating — 603 ratings
score: 187,
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3 people voted
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| 67 |
|
Weaving the Web: The Original Design and Ultimate Destiny of the World Wide Web
by
3.90 avg rating — 882 ratings
score: 187,
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2 people voted
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| 67 |
|
Producing Open Source Software: How to Run a Successful Free Software Project
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3.83 avg rating — 193 ratings
score: 187,
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2 people voted
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| 67 |
|
C++ Templates: The Complete Guide
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4.23 avg rating — 220 ratings
score: 187,
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2 people voted
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| 67 |
|
Agile Software Development
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3.99 avg rating — 403 ratings
score: 187,
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2 people voted
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| 72 |
|
Programming PHP
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3.99 avg rating — 794 ratings
score: 186,
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2 people voted
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| 72 |
|
Black Hat Python: Python Programming for Hackers and Pentesters
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4.12 avg rating — 610 ratings
score: 186,
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2 people voted
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| 72 |
|
Writing Effective Use Cases
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3.96 avg rating — 606 ratings
score: 186,
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| 75 |
|
Working in Public: The Making and Maintenance of Open Source Software
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3.93 avg rating — 935 ratings
score: 185,
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2 people voted
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| 75 |
|
Red Team Field Manual
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4.22 avg rating — 997 ratings
score: 185,
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2 people voted
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| 77 |
|
How to Code a Sandcastle
by
Josh Funk (Goodreads Author)
4.20 avg rating — 1,062 ratings
score: 184,
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2 people voted
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| 78 |
|
Version Control with Git
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3.90 avg rating — 762 ratings
score: 183,
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| 78 |
|
UNIX: A History and a Memoir
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4.41 avg rating — 1,152 ratings
score: 183,
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| 78 |
|
The Design and Implementation of the FreeBSD Operating System
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4.34 avg rating — 177 ratings
score: 183,
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2 people voted
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| 81 |
|
The Best Software Writing I: Selected and Introduced by Joel Spolsky
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3.87 avg rating — 677 ratings
score: 182,
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2 people voted
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| 81 |
|
Java 8 in Action
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4.35 avg rating — 709 ratings
score: 182,
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2 people voted
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| 83 |
|
Dive Into Design Patterns
by
Alexander Shvets (Goodreads Author)
4.65 avg rating — 758 ratings
score: 181,
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2 people voted
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| 84 |
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Structured Computer Organization
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4.04 avg rating — 591 ratings
score: 180,
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3 people voted
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| 85 |
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Computational Complexity
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3.90 avg rating — 142 ratings
score: 176,
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| 86 |
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Rebooting AI: Building Artificial Intelligence We Can Trust
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3.77 avg rating — 1,088 ratings
score: 164,
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| 87 |
|
Haskell Programming From First Principles
by
Christopher Allen (Goodreads Author)
4.31 avg rating — 270 ratings
score: 161,
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2 people voted
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| 88 |
|
SQL Cookbook
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4.05 avg rating — 410 ratings
score: 160,
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| 88 |
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Smalltalk Best Practice Patterns
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4.18 avg rating — 284 ratings
score: 160,
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| 90 |
|
AngularJS
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3.56 avg rating — 494 ratings
score: 159,
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| 91 |
|
Two Scoops of Django: Best Practices for Django 1.8
by
Daniel Roy Greenfeld (Goodreads Author)
4.46 avg rating — 252 ratings
score: 158,
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2 people voted
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| 91 |
|
UNIX Network Programming: Networking APIs: Sockets and XTI; Volume 1
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4.30 avg rating — 618 ratings
score: 158,
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2 people voted
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| 93 |
|
Computer Graphics: Principles and Practice
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4.22 avg rating — 368 ratings
score: 157,
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3 people voted
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| 93 |
|
Docker in Action
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3.81 avg rating — 265 ratings
score: 157,
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| 95 |
|
Computing: A Concise History (The MIT Press Essential Knowledge series)
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3.55 avg rating — 641 ratings
score: 156,
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| 95 |
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Object-Oriented Software Construction (Book/CD-ROM)
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4.04 avg rating — 271 ratings
score: 156,
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| 97 |
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Elements of Programming
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3.97 avg rating — 193 ratings
score: 155,
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3 people voted
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| 97 |
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The Healthy Programmer
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3.74 avg rating — 466 ratings
score: 155,
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| 99 |
|
Software Engineering (International Computer Science Series)
by
Ian Sommerville (Scientific Editor)
3.77 avg rating — 939 ratings
score: 154,
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2 people voted
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| 99 |
|
Let Over Lambda
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377 books ·
26 voters ·
list created February 13th, 2020
by Mitchell Friedman (votes) .
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Feb 19, 2022 09:04PM
Computer Architecture: A Quantitative Approach and Fluent Python: Clear, Concise, and Effective Programming and Implementing Domain-Driven Design and Hands-On Machine Learning with Scikit-Learn and TensorFlow and C# in Depth and A Philosophy of Software Design and Sams Teach Yourself SQL™ in 10 Minutes graduated
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Computer Systems: A Programmer's Perspective and The Annotated Turing: A Guided Tour Through Alan Turing's Historic Paper on Computability and the Turing Machine and How Linux Works: What Every Superuser Should Know and Computer Science Distilled: Learn the Art of Solving Computational Problems graduated
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data and Applying UML and Patterns: An Introduction to Object-Oriented Analysis and Design and Iterative Development and Fundamentals of Software Architecture: An Engineering Approach and Emmy in the Key of Code and Deep Learning with Python and Life in Code: A Personal History of Technology and The Humane Interface: New Directions for Designing Interactive Systems and Paths & Portals and The Dream Machine: J.C.R. Licklider and the Revolution That Made Computing Personal and Clean Agile: Back to Basics graduated
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