some alphabetizing
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engstrom
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5e0fd2479b
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@ -61,28 +61,28 @@
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* [Node.js](#nodejs)
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* [Language Agnostic](#language-agnostic)
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* [Algorithms & Datastructures](#algorithms--datastructures)
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* [Licensing](#licensing)
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* [Theoretical Computer Science](#theoretical-computer-science)
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* [Operating systems](#operating-systems)
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* [Database](#database)
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* [Networking](#networking)
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* [Cellular Automata](#cellular-automata)
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* [Compiler Design](#compiler-design)
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* [Programming Paradigms](#programming-paradigms)
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* [Parallel Programming](#parallel-programming)
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* [Regular Expressions](#regular-expressions)
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* [Standards](#standards)
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* [Software Architecture](#software-architecture)
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* [Open Source Ecosystem](#open-source-ecosystem)
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* [Information Retrieval](#information-retrieval)
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* [Database](#database)
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* [Datamining](#datamining)
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* [Information Retrieval](#information-retrieval)
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* [Licensing](#licensing)
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* [Machine Learning](#machine-learning)
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* [Mathematics](#mathematics)
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* [Cellular Automata](#cellular-automata)
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* [Misc](#misc)
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* [Web Performance](#web-performance)
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* [MOOC](#mooc)
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* [Networking](#networking)
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* [Open Source Ecosystem](#open-source-ecosystem)
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* [Operating systems](#operating-systems)
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* [Parallel Programming](#parallel-programming)
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* [Professional Development](#professional-development)
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* [Programming Paradigms](#programming-paradigms)
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* [Regular Expressions](#regular-expressions)
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* [Security](#security)
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* [Software Architecture](#software-architecture)
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* [Standards](#standards)
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* [Theoretical Computer Science](#theoretical-computer-science)
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* [Web Performance](#web-performance)
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* [LaTeX](#latex)
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* [Linux](#linux)
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* [Lisp](#lisp)
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@ -158,7 +158,10 @@
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* [IBM Redbooks](http://www.redbooks.ibm.com/)
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* [InfoQ Minibooks](http://www.infoq.com/minibooks/)
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* [InTech: Computer and Information Science](http://www.intechopen.com/subjects/computer-and-information-science)
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* [Learn X in Y minutes](http://learnxinyminutes.com/)
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* [Microsoft Press: Free E-Books](http://blogs.msdn.com/b/microsoft_press/archive/2011/03/03/ebooks-list-of-our-free-books.aspx)
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* [Microsoft Technologies 1, including books on Windows Azure, SharePoint, Visual Studio Guide, Windows phone development, ASP.net, Office365, etc. collection by Eric Ligman](http://blogs.msdn.com/b/mssmallbiz/archive/2012/07/27/large-collection-of-free-microsoft-ebooks-for-you-including-sharepoint-visual-studio-windows-phone-windows-8-office-365-office-2010-sql-server-2012-azure-and-more.aspx)
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* [Microsoft Technologies 2, including books on Windows Azure, SharePoint, Visual Studio Guide, Windows phone development, ASP.net, etc. collection by Eric Ligman](http://blogs.msdn.com/b/mssmallbiz/archive/2012/07/30/another-large-collection-of-free-microsoft-ebooks-and-resource-kits-for-you-including-sharepoint-2013-office-2013-office-365-duet-2-0-azure-cloud-windows-phone-lync-dynamics-crm-and-more.aspx?wa=wsignin1.0)
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* [MindView Inc](http://www.mindviewinc.com/Books/)
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* [O'Reilly's Commons](http://commons.oreilly.com/wiki/index.php/O%27Reilly_Commons)
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* [O'Reilly's Open Books Project](http://oreilly.com/openbook/)
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@ -167,24 +170,22 @@
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* [Theassayer.org](http://theassayer.org/)
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* [Wikibooks: Programming](http://en.wikibooks.org/wiki/Category%3aComputer_programming)
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* [JSBooks - directory of free javascript ebooks](https://github.com/revolunet/JSbooks)
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* [Learn X in Y minutes](http://learnxinyminutes.com/)
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* [Microsoft Technologies, including books on Windows Azure, SharePoint, Visual Studio Guide, Windows phone development, ASP.net, Office365, etc. collection by Eric Ligman](http://blogs.msdn.com/b/mssmallbiz/archive/2012/07/27/large-collection-of-free-microsoft-ebooks-for-you-including-sharepoint-visual-studio-windows-phone-windows-8-office-365-office-2010-sql-server-2012-azure-and-more.aspx)
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* [More ebook download links on Microsoft Technologies, including books on Windows Azure, SharePoint, Visual Studio Guide, Windows phone development, ASP.net, etc. collection by Eric Ligman](http://blogs.msdn.com/b/mssmallbiz/archive/2012/07/30/another-large-collection-of-free-microsoft-ebooks-and-resource-kits-for-you-including-sharepoint-2013-office-2013-office-365-duet-2-0-azure-cloud-windows-phone-lync-dynamics-crm-and-more.aspx?wa=wsignin1.0)
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###Graphics Programming
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* [Blender 3D: Noob to Pro](http://en.wikibooks.org/wiki/Blender_3D:_Noob_to_Pro)
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* [DirectX manual](http://www.xmission.com/~legalize/book/download/index.html) (draft)
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* [Learning Modern 3D Graphics Programming](http://www.arcsynthesis.org/gltut/) (draft)
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* [Introduction to Modern OpenGL](http://open.gl/)
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* [GPU Gems](http://http.developer.nvidia.com/GPUGems/gpugems_part01.html)
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* [GPU Gems 2](http://http.developer.nvidia.com/GPUGems2/gpugems2_part01.html) - [ch 8,14,18,29,30 as pdf](ftp://download.nvidia.com/developer/GPU_Gems_2/)
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* [GPU Gems 3](http://http.developer.nvidia.com/GPUGems3/gpugems3_part01.html)
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* [Graphics Programming Black Book](http://www.gamedev.net/page/resources/_/technical/graphics-programming-and-theory/graphics-programming-black-book-r1698)
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* [Grokking the GIMP](http://gimp-savvy.com/BOOK/index.html)
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* [Introduction to Modern OpenGL](http://open.gl/)
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* [Learning Modern 3D Graphics Programming](http://www.arcsynthesis.org/gltut/) (draft)
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* [OpenGL Programming Guide (The Red Book)](http://fly.srk.fer.hr/~unreal/theredbook/)
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* [ShaderX series](http://tog.acm.org/resources/shaderx/)
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* [Tutorials for modern OpenGL](http://www.opengl-tutorial.org/)
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* [OpenGL Programming Guide (The Red Book)](http://fly.srk.fer.hr/~unreal/theredbook/)
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* [Blender 3D: Noob to Pro](http://en.wikibooks.org/wiki/Blender_3D:_Noob_to_Pro)
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* [Grokking the GIMP](http://gimp-savvy.com/BOOK/index.html)
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###Graphical User Interfaces
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* [Best of Smashing Magazine](http://anniversary.smashingmagazine.com/best-of-smashing-magazine.zip)
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@ -195,43 +196,255 @@
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###Language Agnostic
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####Algorithms & Datastructures
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* [Algorithms and Data-Structures](http://www.ethoberon.ethz.ch/WirthPubl/AD.pdf) (PDF)
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####Algorithms & Data Structures
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* [A Field Guide To Genetic Programming](http://dces.essex.ac.uk/staff/rpoli/gp-field-guide/toc.html)
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* [Algorithmic Graph Theory](http://code.google.com/p/graphbook/)
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* [Algorithms](http://www.cs.berkeley.edu/~vazirani/algorithms/) - Dasgupta, Papadimitriou, Vazirani (PDFs)
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* [Algorithms Course Materials](http://compgeom.cs.uiuc.edu/~jeffe/teaching/algorithms/) - Jeff Erickson
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* [Algorithms, 4th Edition](http://algs4.cs.princeton.edu/home/) - Robert Sedgewick and Kevin Wayne
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* [Algorithms and Complexity](http://www.math.upenn.edu/~wilf/AlgoComp.pdf) (PDF)
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* [Algorithms and Data-Structures](http://www.ethoberon.ethz.ch/WirthPubl/AD.pdf) (PDF)
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* [Algorithms Course Materials](http://compgeom.cs.uiuc.edu/~jeffe/teaching/algorithms/) - Jeff Erickson
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* [Algorithms for Programmers: Ideas and Source Code](http://www.jjj.de/fxt/fxtbook.pdf) (PDF)
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* [Binary Trees](http://cslibrary.stanford.edu/110/BinaryTrees.pdf) (PDF)
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* [Clever Algorithms](http://www.cleveralgorithms.com/nature-inspired/index.html)
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* [Data Structures and Algorithms: Annotated Reference with Examples](https://drive.google.com/file/d/0B48k2jhdQ5P2aVlmMFB1UUJLczA/edit?usp=sharing)
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* [Data Structures Succinctly Part 1, Syncfusion](http://www.syncfusion.com/resources/techportal/ebooks/datastructurespart1) (PDF, Kindle) *(Just fill the fields with any values)*
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* [Data Structures Succinctly Part 2, Syncfusion](http://www.syncfusion.com/resources/techportal/ebooks/datastructurespart2) (PDF, Kindle) *(Just fill the fields with any values)*
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* [Foundations of Computer Science](http://infolab.stanford.edu/~ullman/focs.html) - Al Aho and Jeff Ullman
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* [Open Data Structures: An Introduction](http://www.aupress.ca/index.php/books/120226) - Pat Morin
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* [The Algorithm Design Manual](http://www8.cs.umu.se/kurser/TDBAfl/VT06/algorithms/BOOK/BOOK/BOOK.HTM)
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* [LEDA: A Platform for Combinatorial and Geometric Computing](http://www.mpi-inf.mpg.de/~mehlhorn/LEDAbook.html)
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* [Planning Algorithms](http://planning.cs.uiuc.edu/)
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* [Lectures Notes on Algorithm Analysis and Computational Complexity (Fourth Edition)](http://larc.unt.edu/ian/books/free/lnoa.pdf), University of North Texas (PDF)
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* [Linked List Basics](http://cslibrary.stanford.edu/103/LinkedListBasics.pdf) (PDF)
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* [Linked List Problems](http://cslibrary.stanford.edu/105/LinkedListProblems.pdf) (PDF)
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* [Purely Functional Data Structures](http://www.cs.cmu.edu/~rwh/theses/okasaki.pdf) (PDF)
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* [The Great Tree List Recursion Problem](http://cslibrary.stanford.edu/109/TreeListRecursion.pdf) (PDF)
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* [Mastering Algorithms with C](http://www.das.ufsc.br/~romulo/discipli/cad-fei/Mastering-Algorithms-with-C-Loudon.pdf) (PDF)
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* [Matters Computational](http://www.jjj.de/fxt/#fxtbook)
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* [Algorithmic Graph Theory](http://code.google.com/p/graphbook/)
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* [Foundations of Computer Science](http://infolab.stanford.edu/~ullman/focs.html) - Al Aho and Jeff Ullman
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* [A Field Guide To Genetic Programming](http://dces.essex.ac.uk/staff/rpoli/gp-field-guide/toc.html)
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* [The Art of Computer Programming](http://www.cs.utsa.edu/~wagner/knuth/) (fascicles, mostly volume 4) - Donald Knuth
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* [Planning Algorithms](http://planning.cs.uiuc.edu/)
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* [Problems on Algorithms (Second Edition)](http://larc.unt.edu/ian/books/free/poa.pdf), University of North Texas (PDF)
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* [Programming Pearls](http://www.cs.bell-labs.com/cm/cs/pearls/) - Jon Bentley
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* [Algorithms for Programmers: Ideas and Source Code](http://www.jjj.de/fxt/fxtbook.pdf) (PDF)
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* [Purely Functional Data Structures](http://www.cs.cmu.edu/~rwh/theses/okasaki.pdf) (PDF)
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* [Sequential and parallel sorting algorithms](http://www.inf.fh-flensburg.de/lang/algorithmen/sortieren/algoen.htm)
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* [Text Algorithms](http://igm.univ-mlv.fr/~mac/REC/text-algorithms.pdf) (PDF)
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* [Data Structures Succinctly Part 1, Syncfusion](http://www.syncfusion.com/resources/techportal/ebooks/datastructurespart1) (PDF, Kindle) *(Just fill the fields with any values)*
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* [Data Structures Succinctly Part 2, Syncfusion](http://www.syncfusion.com/resources/techportal/ebooks/datastructurespart2) (PDF, Kindle) *(Just fill the fields with any values)*
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* [Algorithms and Complexity](http://www.math.upenn.edu/~wilf/AlgoComp.pdf) (PDF)
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* [The Art of Computer Programming](http://www.cs.utsa.edu/~wagner/knuth/) (fascicles, mostly volume 4) - Donald Knuth
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* [The Design of Approximation Algorithms](http://www.designofapproxalgs.com/book.pdf) (PDF)
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* [Lectures Notes on Algorithm Analysis and Computational Complexity (Fourth Edition)](http://larc.unt.edu/ian/books/free/lnoa.pdf), University of North Texas (PDF)
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* [Problems on Algorithms (Second Edition)](http://larc.unt.edu/ian/books/free/poa.pdf), University of North Texas (PDF)
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* [Mastering Algorithms with C](http://www.das.ufsc.br/~romulo/discipli/cad-fei/Mastering-Algorithms-with-C-Loudon.pdf) (PDF)
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* [The Great Tree List Recursion Problem](http://cslibrary.stanford.edu/109/TreeListRecursion.pdf) (PDF)
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####Cellular Automata
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* [Cellular Automata Books](http://uncomp.uwe.ac.uk/genaro/Cellular_Automata_Repository/Books.html)
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####Compiler Design
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* [Basics of Compiler Design (Anniversary Edition](http://www.diku.dk/~torbenm/Basics/) - Torben Mogensen
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* [Compilers and Compiler Generators: An Introduction with C++](http://www.scifac.ru.ac.za/compilers/) - P. D. Terry
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* [Compiler Construction](http://www.ethoberon.ethz.ch/WirthPubl/CBEAll.pdf) (PDF)
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* [Compiler Design: Theory, Tools, and Examples, C/C++ Edition](http://elvis.rowan.edu/~bergmann/books/c_cpp/) - Seth D. Bergmann
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* [Compiler Design: Theory, Tools, and Examples, Java Edition](http://elvis.rowan.edu/~bergmann/books/java/) - Seth D. Bergmann
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* [Implementing Functional Languages: A Tutorial](http://research.microsoft.com/en-us/um/people/simonpj/Papers/pj-lester-book/) - Simon Peyton Jones, David Lester
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* [Let's Build a Compiler](http://www.stack.nl/~marcov/compiler.pdf) (PDF)
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* [Linkers and loaders](http://www.iecc.com/linker/)
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* [Practical and Theoretical Aspects of Compiler Construction](http://www.stanford.edu/class/archive/cs/cs143/cs143.1128/) (class lectures and slides)
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####Database
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* [Big Data Now: Current Perspectives from O'Reilly Radar](http://shop.oreilly.com/product/0636920022640.do)
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* [Database Fundamentals](http://public.dhe.ibm.com/software/dw/db2/express-c/wiki/Database_fundamentals.pdf) (PDF)
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* [Foundations of Databases](http://webdam.inria.fr/Alice/)
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* [Temporal Database Management](http://people.cs.aau.dk/~csj/Thesis/) - Christian S. Jensen
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* [The Theory of Relational Databases](http://web.cecs.pdx.edu/~maier/TheoryBook/TRD.html)
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####Datamining
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* [A Programmer's Guide to Data Mining](http://guidetodatamining.com/) (Draft) - Ron Zacharski
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* [Data Jujitsu: The Art of Turning Data into Product](http://www.oreilly.com/data/free/data-jujitsu.csp) *(Just fill the fields with any values)*
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* [Data Mining Algorithms In R](http://en.wikibooks.org/wiki/Data_Mining_Algorithms_In_R)
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* [Data Mining and Analysis: Fundamental Concepts and Algorithms](http://www.dataminingbook.info/DokuWiki/doku.php) (Draft)
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* [Internet Advertising: An Interplay among Advertisers, Online Publishers, Ad Exchanges and Web Users](http://arxiv.org/pdf/1206.1754v2.pdf) (PDF)
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* [Introduction to Data Science](http://jsresearch.net/wiki/projects/teachdatascience/Teach_Data_Science.html) - Jeffrey Stanton
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* [Mining of Massive Datasets](http://infolab.stanford.edu/~ullman/mmds.html)
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* [The Elements of Statistical Learning](http://www-stat.stanford.edu/~tibs/ElemStatLearn/) - Trevor Hastie, Robert Tibshirani, and Jerome Friedman
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* [Theory and Applications for Advanced Text Mining](http://www.intechopen.com/books/theory-and-applications-for-advanced-text-mining)
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* [School of Data Handbook](http://schoolofdata.org/handbook/)
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####Information Retrieval
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* [Introduction to Information Retrieval](http://nlp.stanford.edu/IR-book/information-retrieval-book.html)
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* [Information Retrieval: A Survey](http://www.csee.umbc.edu/csee/research/cadip/readings/IR.report.120600.book.pdf) (PDF)
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* [Practical Semantic Web and Linked Data Applications: Common Lisp Edition](http://www.markwatson.com/opencontent/book_lisp.pdf) - Mark Watson
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* [Practical Semantic Web and Linked Data Applications: Java, JRuby, Scala, and Clojure Edition](http://www.markwatson.com/opencontent/book_java.pdf) - Mark Watson
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####Licensing
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* [Creative Commons: a user guide](http://www.aliprandi.org/cc-user-guide/) - Simone Aliprandi
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####Machine Learning
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* [A Course in Machine Learning](http://ciml.info/dl/v0_8/ciml-v0_8-all.pdf) (PDF)
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* [A First Encounter with Machine Learning](https://www.ics.uci.edu/~welling/teaching/ICS273Afall11/IntroMLBook.pdf) (PDF)
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* [Artificial Intelligence | Machine Learning](http://see.stanford.edu/see/materials/aimlcs229/handouts.aspx) - Andrew Ng *(Notes, lectures, and problems)*
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* [Bayesian Reasoning and Machine Learning](http://web4.cs.ucl.ac.uk/staff/D.Barber/pmwiki/pmwiki.php?n=Brml.HomePage)
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* [Computer Vision: Algorithms and Applications](http://hackershelf.com/book/134/computer-vision-algorithms-and-applications/)
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* [Gaussian Processes for Machine Learning](http://www.gaussianprocess.org/gpml/)
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* [Information Theory, Inference, and Learning Algorithms](http://www.inference.phy.cam.ac.uk/itila/)
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* [Introduction to Machine Learning](http://alex.smola.org/drafts/thebook.pdf) (PDF)
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* [Learning Deep Architectures for AI](http://www.iro.umontreal.ca/~bengioy/papers/ftml_book.pdf) (PDF)
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* [Machine Learning, Neural and Statistical Classification](http://www1.maths.leeds.ac.uk/~charles/statlog/whole.pdf) (PDF) or [online version](http://www1.maths.leeds.ac.uk/~charles/statlog/) - This book is based on the EC (ESPRIT) project StatLog.
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* [Neural Networks and Deep Learning](http://neuralnetworksanddeeplearning.com)
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* [Probabilistic Models in the Study of Language](http://idiom.ucsd.edu/~rlevy/pmsl_textbook/text.html) (Draft, with R code)
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* [Programming Computer Vision with Python](http://programmingcomputervision.com/)
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* [Reinforcement Learning: An Introduction](http://webdocs.cs.ualberta.ca/~sutton/book/ebook/the-book.html)
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* [The Python Game Book](http://thepythongamebook.com/en:start)
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####Mathematics
|
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* [A First Course in Linear Algebra](http://linear.ups.edu/) - Robert A. Beezer
|
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* [Advanced Data Analysis from an Elementary Point of View](http://www.stat.cmu.edu/~cshalizi/ADAfaEPoV/)
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* [Bayesian Methods for Hackers](https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers) - Cameron Davidson-Pilon
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* [CK-12 Probability and Statistics - Advanced](http://www.ck12.org/book/Probability-and-Statistics---Advanced-%2528Second-Edition%2529/)
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* [Calculus Made Easy](http://www.gutenberg.org/ebooks/33283) (PDF) - Silvanus P. Thompson
|
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* [Category Theory for Computing Science](http://www.math.mcgill.ca/triples/Barr-Wells-ctcs.pdf) (PDF)
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* [Collaborative Statistics](http://cnx.org/content/col10522/latest/)
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* [Concepts & Applications of Inferential Statistics](http://vassarstats.net/textbook/)
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* [Essentials of Metaheuristics](http://cs.gmu.edu/~sean/book/metaheuristics/) by Sean Luke
|
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* [Introduction to Probability](http://www.dartmouth.edu/~chance/teaching_aids/books_articles/probability_book/book.html) - Charles M. Grinstead and J. Laurie Snell
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* [Introduction to Statistical Thought](http://www.math.umass.edu/~lavine/Book/book.html) - Michael Lavine
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* [Mathematical Logic - an Introduction](http://www.ii.uib.no/~michal/und/i227/book/book.pdf) (PDF)
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* [Mathematics for Computer Science (November 2013 Version)](http://courses.csail.mit.edu/6.042/fall13/mcs.pdf) (PDF) - Eric Lehman
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* [Number Theory](http://web.mit.edu/~holden1/www/math/number-theory.pdf) (PDF)
|
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* [OpenIntro Statistics](http://www.openintro.org/stat/textbook.php)
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* [Probability and Statistics Cookbook](http://matthias.vallentin.net/probability-and-statistics-cookbook/)
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* [Probability and Statistics EBook](http://wiki.stat.ucla.edu/socr/index.php/Probability_and_statistics_EBook)
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* [Statistics Done Wrong](http://www.refsmmat.com/statistics/) - Alex Reinhart
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* [Think Bayes: Bayesian Statistics Made Simple](http://www.greenteapress.com/thinkbayes/) - Allen B. Downey
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* [Think Stats: Probability and Statistics for Programmers](http://greenteapress.com/thinkstats/) (code written in Python) - Allen B. Downey
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####Misc
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* [97 Things Every Programmer Should Know](http://programmer.97things.oreilly.com/)
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* [97 Things Every Programmer Should Know - Extended](https://leanpub.com/97-Things-Every-Programmer-Should-Know-Extended)
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* [A Mathematical Theory of Communication](http://cm.bell-labs.com/cm/ms/what/shannonday/paper.html) by Claude E.Shannon
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* [Asterisk™: The Definitive Guide](http://asteriskdocs.org/en/3rd_Edition/asterisk-book-html-chunk/index.html)
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* [Come, Let's Play: Scenario-Based Programming Using Live Sequence Charts](http://www.scribd.com/doc/175241338/Come-Let-s-Play)
|
||||
* [Communicating Sequential Processes](http://www.usingcsp.com/cspbook.pdf) (PDF) by Tony Hoare
|
||||
* [Computer Musings](http://scpd.stanford.edu/knuth/index.jsp) (lectures by Donald Knuth)
|
||||
* [Culture \& Empire: Digital Revolution](http://hintjens.com/books) (PDF)
|
||||
* [Data-Intensive Text Processing with MapReduce](http://www.umiacs.umd.edu/~jimmylin/MapReduce-book-final.pdf) (PDF)
|
||||
* [Designing Interfaces](http://designinginterfaces.com) by Jennifer Tidwell
|
||||
* [Digital Signal Processing For Engineers and Scientists](http://www.dspguide.com/)
|
||||
* [Digital Signal Processing For Communications](http://www.sp4comm.org/)
|
||||
* [Distributed systems for fun and profit](http://book.mixu.net/distsys/single-page.html)
|
||||
* ["DYNAMIC LINKED LIBRARIES": Paradigms of the GPL license in contemporary software](http://www.lulu.com/shop/luis-enríquez-a/dynamic-linked-libraries-paradigms-of-the-gpl-license-in-contemporary-software/ebook/product-21371318.html) - Luis A. Enríquez
|
||||
* [Flow based Programming](http://jpaulmorrison.com/fbp/#book)
|
||||
* [Foundations of Programming](http://codebetter.com/files/folders/codebetter_downloads/entry179694.aspx)
|
||||
* [Getting Real](http://gettingreal.37signals.com/)
|
||||
* [Hacknot: Essays on Software Development](http://www.lulu.com/shop/ed-johnson/hacknot-essays-on-software-development/ebook/product-17544641.html) - Ed Johnson
|
||||
* [How Computers Work](http://www.fastchip.net/howcomputerswork/p1.html)
|
||||
* [How to Become a Programmer](http://softwarebyrob.wpengine.netdna-cdn.com/assets/Software_by_Rob%20_How_to_Become_a%20_Programmer_1.0.pdf)
|
||||
* [How to Think Like a Computer Scientist](http://openbookproject.net/thinkcs/) - Peter Wentworth, Jeffrey Elkner, Allen B. Downey, and Chris Meyers
|
||||
* [I Am a Bug](http://www.amibug.com/iamabug/p01.html)
|
||||
* [Learn to Program](http://pine.fm/LearnToProgram/)
|
||||
* [Magic Ink: Information Software and The Graphical Interface](http://worrydream.com/#!/MagicInk) by Bret Victor
|
||||
* [Modeling Reactive Systems with Statecharts](http://www.scribd.com/doc/167971960/Modeling-Reactive-Systems-With-Statecharts)
|
||||
* [Mother Tongues of Computer Languages](http://www.digibarn.com/collections/posters/tongues/) (PNG)
|
||||
* [Networks, Crowds, and Markets: Reasoning About a Highly Connected World](http://www.cs.cornell.edu/home/kleinber/networks-book/)
|
||||
* [Open Government;Collaboration, Transparency, and Participation in Practice](https://github.com/oreillymedia/open_government)
|
||||
* [Object-Oriented Reengineering Patterns](http://win.ua.ac.be/~sdemey/) - Serge Demeyer, Stéphane Ducasse and Oscar Nierstrasz
|
||||
* [PNG: The Definitive Guide](http://www.libpng.org/pub/png/book/)
|
||||
* [Pointers And Memory](http://cslibrary.stanford.edu/102/PointersAndMemory.pdf) (PDF)
|
||||
* [Programmer's Motivation for Beginners](http://programmersmotivation.com/)
|
||||
* [Project Oberon](http://www-old.oberon.ethz.ch/WirthPubl/ProjectOberon.pdf) (PDF)
|
||||
* [SVG Essentials](http://commons.oreilly.com/wiki/index.php/SVG_Essentials)
|
||||
* [Security Engineering](http://www.cl.cam.ac.uk/~rja14/book.html)
|
||||
* [Small Memory Software](http://www.smallmemory.com/book.html)
|
||||
* [The Quest for Artificial Intelligence: A History of Ideas and Achievements](http://ai.stanford.edu/~nilsson/QAI/qai.pdf) - Nils J. Nilsson
|
||||
* [The Z Notation: A Reference Manual, Second Edition](http://spivey.oriel.ox.ac.uk/~mike/zrm/zrm.pdf) - J. M. Spivey
|
||||
|
||||
####MOOC
|
||||
* [edX](https://www.edx.org/)
|
||||
* [Coursera](https://www.coursera.org/)
|
||||
* [MIT OCW](http://ocw.mit.edu/OcwWeb/web/home/home/index.htm)
|
||||
* [Udacity](https://www.udacity.com/)
|
||||
|
||||
####Networking
|
||||
* [802.11ac: A Survival Guide](http://chimera.labs.oreilly.com/books/1234000001739) - Matthew Gast
|
||||
* [Code Connected vol.1](http://hintjens.wdfiles.com/local--files/main%3Afiles/cc1pe.pdf)(PDF) (book on ZeroMQ)
|
||||
* [Computer Networking: Principles, Protocols and Practice, 2nd edition (CNP3bis)](http://cnp3bis.info.ucl.ac.be/) (PDF, EPUB + [sources](https://github.com/obonaventure/cnp3/tree/master/book-2nd)) - O. Bonaventure (in progress)
|
||||
* [HTTP Succinctly, Syncfusion](http://www.syncfusion.com/resources/techportal/ebooks/http) (PDF, Kindle) *(Just fill the fields with any values)*
|
||||
* [High-Performance Browser Networking](http://chimera.labs.oreilly.com/books/1230000000545/index.html)
|
||||
* [Network Security Tools](http://commons.oreilly.com/wiki/index.php/Network_Security_Tools)
|
||||
* [The TCP/IP Guide](http://www.tcpipguide.com/free/t_toc.htm)
|
||||
* [Understanding IP Addressing: Everything you ever wanted to know](http://www.apnic.net/__data/assets/pdf_file/0020/8147/501302.pdf) (PDF)
|
||||
* [ZeroMQ Guide](http://zguide.zeromq.org/page%3Aall)
|
||||
|
||||
####Open Source Ecosystem
|
||||
* [Data Journalism Handbook](http://datajournalismhandbook.org/)
|
||||
* [Free Software, Free Society](http://shop.fsf.org/product/free-software-free-society-2/)
|
||||
* [Free as in Freedom](http://static.fsf.org/nosvn/faif-2.0.pdf) (PDF)
|
||||
* [Getting started with Open source development](http://public.dhe.ibm.com/software/dw/db2/express-c/wiki/Getting_started_with_open_source_development_p2.pdf) (PDF)
|
||||
* [Innovation Happens Elsewhere](http://dreamsongs.com/IHE/IHE.html)
|
||||
* [Open Advice: FOSS: What We Wish We Had Known When We Started](http://open-advice.org/)
|
||||
* [Producing Open Source Software](http://producingoss.com/)
|
||||
* The Art of Community: Building the New Age of Participation; [First edition](http://www.artofcommunityonline.org/downloads/jonobacon-theartofcommunity-1ed.pdf) (PDF), [Second edition](http://ubuntuone.com/0n352YwUjlcFR8PjIELH67) (PDF) - Jono Bacon
|
||||
* [The Architecture of Open Source Applications: Vol. 1: Elegance, Evolution, and a Few Fearless Hacks; Vol. 2: Structure, Scale, and a Few More Feerless Hacks](http://www.aosabook.org/en/index.html)
|
||||
* [The Cathedral and the Bazaar](http://www.catb.org/esr/writings/cathedral-bazaar/) - Eric S. Raymond
|
||||
* [The Future of Ideas](http://the-future-of-ideas.com/download/lessig_FOI.pdf)
|
||||
* [The Future of the Internet](http://futureoftheinternet.org/)
|
||||
* [The Performance of Open Source Applications](http://aosabook.org/en/)
|
||||
* [The Wealth of Networks: How Social Production Transforms Markets and Freedom](http://cyber.law.harvard.edu/wealth_of_networks/Main_Page) - Yochai Benkler
|
||||
|
||||
####Operating systems
|
||||
* [The Art of Unix Programming](http://catb.org/esr/writings/taoup/html/) - Eric S. Raymond
|
||||
* [The Little Book of Semaphores](http://greenteapress.com/semaphores/) - Allen B. Downey
|
||||
* [Operating Systems and Middleware](https://gustavus.edu/mcs/max/os-book/) (PDF and LaTeX)
|
||||
* [Operating Systems: Three Easy Pieces](http://pages.cs.wisc.edu/~remzi/OSTEP/) (PDF)
|
||||
* [Practical File System Design:The Be File System](http://www.nobius.org/~dbg/practical-file-system-design.pdf) (PDF) - Dominic Giampaolo
|
||||
|
||||
####Parallel Programming
|
||||
* [High Performance Computing](http://cnx.org/content/col11136/latest) (PDF, ePUB) - Charles Severance & Kevin Dowd
|
||||
* [High Performance Computing Training](https://computing.llnl.gov/?set=training&page=index) (LLNL materials)
|
||||
* [High-Performance Scientific Computing](http://bit.ly/hpc12) (class lectures and slides)
|
||||
* [How to Write Parallel Programs](http://www.lindaspaces.com/book/)
|
||||
* [The OpenCL Programming Book](http://www.fixstars.com/en/opencl/book/OpenCLProgrammingBook/contents/)
|
||||
* [Introduction to High-Performance Scientific Computing](http://tacc-web.austin.utexas.edu/veijkhout/public_html/istc/istc.html) - Victor Eijkhout
|
||||
* [Introduction to Parallel Computing](https://computing.llnl.gov/tutorials/parallel_comp/) - Blaise Barney
|
||||
* [Is Parallel Programming Hard, And, If So, What Can You Do About It?](http://kernel.org/pub/linux/kernel/people/paulmck/perfbook/perfbook.html)
|
||||
* [Programming on Parallel Machines; GPU, Multicore, Clusters and More](http://heather.cs.ucdavis.edu/parprocbook) - Norm Matloff
|
||||
|
||||
####Professional Development
|
||||
* [Confessions of an IT Manager](http://download.red-gate.com/ebooks/DotNet/Confessions_IT_Manager.zip) *(RedGate, By Phil Factor)*
|
||||
* [Don't Just Roll the Dice](http://download.red-gate.com/ebooks/DJRTD_eBook.pdf) (PDF) *(RedGate, By Neil Davidson)*
|
||||
* [How to be a Programmer: A Short, Comprehensive, and Personal Summary](http://samizdat.mines.edu/howto/HowToBeAProgrammer.html) by Robert L. Read
|
||||
|
||||
####Programming Paradigms
|
||||
* [Introduction to Functional Programming](http://www.cl.cam.ac.uk/teaching/Lectures/funprog-jrh-1996/) (class lectures and slides)
|
||||
* [Type Theory and Functional Programming](https://www.cs.kent.ac.uk/people/staff/sjt/TTFP/)
|
||||
|
||||
####Regular Expressions
|
||||
* [Learn Regex The Hard Way](http://regex.learncodethehardway.org/book/) - Zed. A. Shaw
|
||||
* [The Bastards Book of Regular Expressions: Finding Patterns in Everyday Text](https://leanpub.com/bastards-regexes) - Dan Nguyen
|
||||
|
||||
####Security
|
||||
* [Handbook of Applied Cryptography](http://cacr.uwaterloo.ca/hac/index.html)
|
||||
* [Intrusion Detection Systems with Snort](http://ptgmedia.pearsoncmg.com/images/0131407333/downloads/0131407333.pdf)
|
||||
* [OWASP Top 10 for .NET Developers](http://www.troyhunt.com/2011/12/free-ebook-owasp-top-10-for-net.html)
|
||||
* [Security Engineering](http://www.cl.cam.ac.uk/~rja14/book.html)
|
||||
|
||||
####Software Architecture
|
||||
* [Best Kept Secrets of Peer Code Review](http://smartbear.com/codecollab-code-review-book.php)
|
||||
* [Data-Oriented Design](http://www.dataorienteddesign.com/dodmain/dodmain.html)
|
||||
* [Domain Driven Design Quickly](http://www.infoq.com/minibooks/domain-driven-design-quickly)
|
||||
* [Don't Just Roll the Dice](http://www.neildavidson.com/dontjustrollthedice.html)
|
||||
* [Essential Skills for Agile Development](http://elliottback.com/wp/essential-skills-for-agile-development/)
|
||||
* [Guide to the Software Engineering Body of Knowledge](http://www.computer.org/portal/web/swebok)
|
||||
* [How to Design Programs](http://www.htdp.org/)
|
||||
* [How to Write Unmaintainable Code](http://mindprod.com/jgloss/unmain.html)
|
||||
* [Kanban and Scrum - making the most of both](http://www.infoq.com/minibooks/kanban-scrum-minibook)
|
||||
* [NASA Manager Handbook for Software Development](http://homepages.inf.ed.ac.uk/dts/pm/Papers/nasa-manage.pdf) (PDF)
|
||||
* [NASA Software Measurement Handbook](http://www.scribd.com/doc/7181362/NASA-Software-Measurement-Guidebook)
|
||||
* [OAuth - The Big Picture](http://pages.apigee.com/oauth-big-picture-ebook.html)
|
||||
* [Object-Oriented Reengineering Patterns](http://scg.unibe.ch/download/oorp/)
|
||||
* [Patterns and Practices: Application Architecture Guide 2.0](http://www.codeplex.com/AppArchGuide)
|
||||
* [Patterns of Software: Tales from the Software Community](http://www.dreamsongs.com/Files/PatternsOfSoftware.pdf) (PDF)
|
||||
* [Programming Reliable Systems (Joe Armstrong's PhD thesis)](http://www.sics.se/~joe/thesis/armstrong_thesis_2003.pdf) (PDF)
|
||||
* [Scrum and XP from the Trenches](http://www.infoq.com/minibooks/scrum-xp-from-the-trenches)
|
||||
* [Seamless Object-Oriented Software Architecture](http://www.bon-method.com/book_print_a4.pdf) (PDF)
|
||||
* [Software Engineering for Internet Applications](http://philip.greenspun.com/seia/)
|
||||
* [The Definitive Guide to Building Code Quality](http://nexus.realtimepublishers.com/dgbcq.php)
|
||||
* [Web API Design](https://blog.apigee.com/detail/announcement_new_ebook_on_web_api_design)
|
||||
|
||||
####Standards
|
||||
* [UNIX - The POSIX Standard - IEEE Std 1003.1](https://github.com/g-nix/posix-standard)
|
||||
|
||||
####Theoretical Computer Science
|
||||
* [An Introduction to the Theory of Computation](http://www.cse.ohio-state.edu/~gurari/theory-bk/theory-bk.html)
|
||||
|
|
@ -246,227 +459,10 @@
|
|||
* [Structure and Interpretation of Computer Programs](http://mitpress.mit.edu/sicp/)
|
||||
* [Think Complexity](http://www.greenteapress.com/compmod/) - Allen B. Downey
|
||||
|
||||
|
||||
####Operating systems
|
||||
* [The Art of Unix Programming](http://catb.org/esr/writings/taoup/html/) - Eric S. Raymond
|
||||
* [The Little Book of Semaphores](http://greenteapress.com/semaphores/) - Allen B. Downey
|
||||
* [Operating Systems and Middleware](https://gustavus.edu/mcs/max/os-book/) (PDF and LaTeX)
|
||||
* [Operating Systems: Three Easy Pieces](http://pages.cs.wisc.edu/~remzi/OSTEP/) (PDF)
|
||||
* [Practical File System Design:The Be File System](http://www.nobius.org/~dbg/practical-file-system-design.pdf) (PDF) - Dominic Giampaolo
|
||||
|
||||
|
||||
####Database
|
||||
* [Big Data Now: Current Perspectives from O'Reilly Radar](http://shop.oreilly.com/product/0636920022640.do)
|
||||
* [Database Fundamentals](http://public.dhe.ibm.com/software/dw/db2/express-c/wiki/Database_fundamentals.pdf) (PDF)
|
||||
* [Foundations of Databases](http://webdam.inria.fr/Alice/)
|
||||
* [Temporal Database Management](http://people.cs.aau.dk/~csj/Thesis/) - Christian S. Jensen
|
||||
* [The Theory of Relational Databases](http://web.cecs.pdx.edu/~maier/TheoryBook/TRD.html)
|
||||
|
||||
####Networking
|
||||
* [802.11ac: A Survival Guide](http://chimera.labs.oreilly.com/books/1234000001739) - Matthew Gast
|
||||
* [Code Connected vol.1](http://hintjens.wdfiles.com/local--files/main%3Afiles/cc1pe.pdf)(PDF) (book on ZeroMQ)
|
||||
* [High-Performance Browser Networking](http://chimera.labs.oreilly.com/books/1230000000545/index.html)
|
||||
* [The TCP/IP Guide](http://www.tcpipguide.com/free/t_toc.htm)
|
||||
* [Understanding IP Addressing: Everything you ever wanted to know](http://www.apnic.net/__data/assets/pdf_file/0020/8147/501302.pdf) (PDF)
|
||||
* [ZeroMQ Guide](http://zguide.zeromq.org/page%3Aall)
|
||||
* [Network Security Tools](http://commons.oreilly.com/wiki/index.php/Network_Security_Tools)
|
||||
* [HTTP Succinctly, Syncfusion](http://www.syncfusion.com/resources/techportal/ebooks/http) (PDF, Kindle) *(Just fill the fields with any values)*
|
||||
* [Computer Networking: Principles, Protocols and Practice, 2nd edition (CNP3bis)](http://cnp3bis.info.ucl.ac.be/) (PDF, EPUB + [sources](https://github.com/obonaventure/cnp3/tree/master/book-2nd)) - O. Bonaventure (in progress)
|
||||
|
||||
####Compiler Design
|
||||
* [Compilers and Compiler Generators: An Introduction with C++](http://www.scifac.ru.ac.za/compilers/) - P. D. Terry
|
||||
* [Compiler Construction](http://www.ethoberon.ethz.ch/WirthPubl/CBEAll.pdf) (PDF)
|
||||
* [Compiler Design: Theory, Tools, and Examples, C/C++ Edition](http://elvis.rowan.edu/~bergmann/books/c_cpp/) - Seth D. Bergmann
|
||||
* [Compiler Design: Theory, Tools, and Examples, Java Edition](http://elvis.rowan.edu/~bergmann/books/java/) - Seth D. Bergmann
|
||||
* [Implementing Functional Languages: A Tutorial](http://research.microsoft.com/en-us/um/people/simonpj/Papers/pj-lester-book/) - Simon Peyton Jones, David Lester
|
||||
* [Let's Build a Compiler](http://www.stack.nl/~marcov/compiler.pdf) (PDF)
|
||||
* [Linkers and loaders](http://www.iecc.com/linker/)
|
||||
* [Practical and Theoretical Aspects of Compiler Construction](http://www.stanford.edu/class/archive/cs/cs143/cs143.1128/) (class lectures and slides)
|
||||
* [Basics of Compiler Design (Anniversary Edition](http://www.diku.dk/~torbenm/Basics/) - Torben Mogensen
|
||||
|
||||
####Programming Paradigms
|
||||
* [Introduction to Functional Programming](http://www.cl.cam.ac.uk/teaching/Lectures/funprog-jrh-1996/) (class lectures and slides)
|
||||
* [Type Theory and Functional Programming](https://www.cs.kent.ac.uk/people/staff/sjt/TTFP/)
|
||||
|
||||
####Parallel Programming
|
||||
* [How to Write Parallel Programs](http://www.lindaspaces.com/book/)
|
||||
* [High Performance Computing](http://cnx.org/content/col11136/latest) (PDF, ePUB) - Charles Severance & Kevin Dowd
|
||||
* [High Performance Computing Training](https://computing.llnl.gov/?set=training&page=index) (LLNL materials)
|
||||
* [High-Performance Scientific Computing](http://bit.ly/hpc12) (class lectures and slides)
|
||||
* [The OpenCL Programming Book](http://www.fixstars.com/en/opencl/book/OpenCLProgrammingBook/contents/)
|
||||
* [Introduction to High-Performance Scientific Computing](http://tacc-web.austin.utexas.edu/veijkhout/public_html/istc/istc.html) - Victor Eijkhout
|
||||
* [Is Parallel Programming Hard, And, If So, What Can You Do About It?](http://kernel.org/pub/linux/kernel/people/paulmck/perfbook/perfbook.html)
|
||||
* [Introduction to Parallel Computing](https://computing.llnl.gov/tutorials/parallel_comp/) - Blaise Barney
|
||||
* [Programming on Parallel Machines; GPU, Multicore, Clusters and More](http://heather.cs.ucdavis.edu/parprocbook) - Norm Matloff
|
||||
|
||||
####Regular Expressions
|
||||
* [Learn Regex The Hard Way](http://regex.learncodethehardway.org/book/) - Zed. A. Shaw
|
||||
* [The Bastards Book of Regular Expressions: Finding Patterns in Everyday Text](https://leanpub.com/bastards-regexes) - Dan Nguyen
|
||||
|
||||
####Software Architecture
|
||||
* [Seamless Object-Oriented Software Architecture](http://www.bon-method.com/book_print_a4.pdf) (PDF)
|
||||
* [How to write Unmaintainable Code](http://mindprod.com/jgloss/unmain.html)
|
||||
* [Object-Oriented Reengineering Patterns](http://scg.unibe.ch/download/oorp/)
|
||||
* [Patterns and Practices: Application Architecture Guide 2.0](http://www.codeplex.com/AppArchGuide)
|
||||
* [The Definitive Guide to Building Code Quality](http://nexus.realtimepublishers.com/dgbcq.php)
|
||||
* [Patterns of Software: Tales from the Software Community](http://www.dreamsongs.com/Files/PatternsOfSoftware.pdf) (PDF)
|
||||
* [Best Kept Secrets of Peer Code Review](http://smartbear.com/codecollab-code-review-book.php)
|
||||
* [Domain Driven Design Quickly](http://www.infoq.com/minibooks/domain-driven-design-quickly)
|
||||
* [Essential Skills for Agile Development](http://elliottback.com/wp/essential-skills-for-agile-development/)
|
||||
* [Guide to the Software Engineering Body of Knowledge](http://www.computer.org/portal/web/swebok)
|
||||
* [Programming Reliable Systems (Joe Armstrong's PhD thesis)](http://www.sics.se/~joe/thesis/armstrong_thesis_2003.pdf) (PDF)
|
||||
* [How to Design Programs](http://www.htdp.org/)
|
||||
* [NASA Manager Handbook for Software Development](http://homepages.inf.ed.ac.uk/dts/pm/Papers/nasa-manage.pdf) (PDF)
|
||||
* [NASA Software Measurement Handbook](http://www.scribd.com/doc/7181362/NASA-Software-Measurement-Guidebook)
|
||||
* [Don't Just Roll the Dice](http://www.neildavidson.com/dontjustrollthedice.html)
|
||||
* [Data-Oriented Design](http://www.dataorienteddesign.com/dodmain/dodmain.html)
|
||||
* [Software Engineering for Internet Applications](http://philip.greenspun.com/seia/)
|
||||
* [Scrum and XP from the Trenches](http://www.infoq.com/minibooks/scrum-xp-from-the-trenches)
|
||||
* [Kanban and Scrum - making the most of both](http://www.infoq.com/minibooks/kanban-scrum-minibook)
|
||||
* [Web API Design](https://blog.apigee.com/detail/announcement_new_ebook_on_web_api_design)
|
||||
* [OAuth - The Big Picture](http://pages.apigee.com/oauth-big-picture-ebook.html)
|
||||
|
||||
####Open Source Ecosystem
|
||||
* [Data Journalism Handbook](http://datajournalismhandbook.org/)
|
||||
* [Free Software, Free Society](http://shop.fsf.org/product/free-software-free-society-2/)
|
||||
* [Free as in Freedom](http://static.fsf.org/nosvn/faif-2.0.pdf) (PDF)
|
||||
* [Getting started with Open source development](http://public.dhe.ibm.com/software/dw/db2/express-c/wiki/Getting_started_with_open_source_development_p2.pdf) (PDF)
|
||||
* [Innovation Happens Elsewhere](http://dreamsongs.com/IHE/IHE.html)
|
||||
* [Open Advice: FOSS: What We Wish We Had Known When We Started](http://open-advice.org/)
|
||||
* [Producing Open Source Software](http://producingoss.com/)
|
||||
* The Art of Community: Building the New Age of Participation; [First edition](http://www.artofcommunityonline.org/downloads/jonobacon-theartofcommunity-1ed.pdf) (PDF), [Second edition](http://ubuntuone.com/0n352YwUjlcFR8PjIELH67) (PDF) - Jono Bacon
|
||||
* [The Cathedral and the Bazaar](http://www.catb.org/esr/writings/cathedral-bazaar/) - Eric S. Raymond
|
||||
* [The Future of the Internet](http://futureoftheinternet.org/)
|
||||
* [The Architecture of Open Source Applications: Vol. 1: Elegance, Evolution, and a Few Fearless Hacks; Vol. 2: Structure, Scale, and a Few More Feerless Hacks](http://www.aosabook.org/en/index.html)
|
||||
* [The Performance of Open Source Applications](http://aosabook.org/en/)
|
||||
* [The Future of Ideas](http://the-future-of-ideas.com/download/lessig_FOI.pdf)
|
||||
* [The Wealth of Networks: How Social Production Transforms Markets and Freedom](http://cyber.law.harvard.edu/wealth_of_networks/Main_Page) - Yochai Benkler
|
||||
|
||||
####Information Retrieval
|
||||
* [Introduction to Information Retrieval](http://nlp.stanford.edu/IR-book/information-retrieval-book.html)
|
||||
* [Information Retrieval: A Survey](http://www.csee.umbc.edu/csee/research/cadip/readings/IR.report.120600.book.pdf) (PDF)
|
||||
* [Practical Semantic Web and Linked Data Applications: Common Lisp Edition](http://www.markwatson.com/opencontent/book_lisp.pdf) - Mark Watson
|
||||
* [Practical Semantic Web and Linked Data Applications: Java, JRuby, Scala, and Clojure Edition](http://www.markwatson.com/opencontent/book_java.pdf) - Mark Watson
|
||||
|
||||
####Datamining
|
||||
* [Data Mining and Analysis: Fundamental Concepts and Algorithms](http://www.dataminingbook.info/DokuWiki/doku.php) (Draft)
|
||||
* [Mining of Massive Datasets](http://infolab.stanford.edu/~ullman/mmds.html)
|
||||
* [The Elements of Statistical Learning](http://www-stat.stanford.edu/~tibs/ElemStatLearn/) - Trevor Hastie, Robert Tibshirani, and Jerome Friedman
|
||||
* [A Programmer's Guide to Data Mining](http://guidetodatamining.com/) (Draft) - Ron Zacharski
|
||||
* [Theory and Applications for Advanced Text Mining](http://www.intechopen.com/books/theory-and-applications-for-advanced-text-mining)
|
||||
* [Internet Advertising: An Interplay among Advertisers, Online Publishers, Ad Exchanges and Web Users](http://arxiv.org/pdf/1206.1754v2.pdf) (PDF)
|
||||
* [Data Mining Algorithms In R](http://en.wikibooks.org/wiki/Data_Mining_Algorithms_In_R)
|
||||
* [Introduction to Data Science](http://jsresearch.net/wiki/projects/teachdatascience/Teach_Data_Science.html) - Jeffrey Stanton
|
||||
* [School of Data Handbook](http://schoolofdata.org/handbook/)
|
||||
* [Data Jujitsu: The Art of Turning Data into Product](http://www.oreilly.com/data/free/data-jujitsu.csp) *(Just fill the fields with any values)*
|
||||
|
||||
####Machine Learning
|
||||
* [Programming Computer Vision with Python](http://programmingcomputervision.com/)
|
||||
* [Computer Vision: Algorithms and Applications](http://hackershelf.com/book/134/computer-vision-algorithms-and-applications/)
|
||||
* [Bayesian Reasoning and Machine Learning](http://web4.cs.ucl.ac.uk/staff/D.Barber/pmwiki/pmwiki.php?n=Brml.HomePage)
|
||||
* [Introduction to Machine Learning](http://alex.smola.org/drafts/thebook.pdf) (PDF)
|
||||
* [Gaussian Processes for Machine Learning](http://www.gaussianprocess.org/gpml/)
|
||||
* [Information Theory, Inference, and Learning Algorithms](http://www.inference.phy.cam.ac.uk/itila/)
|
||||
* [Artificial Intelligence | Machine Learning](http://see.stanford.edu/see/materials/aimlcs229/handouts.aspx) - Andrew Ng *(Notes, lectures, and problems)*
|
||||
* [Probabilistic Models in the Study of Language](http://idiom.ucsd.edu/~rlevy/pmsl_textbook/text.html) (Draft, with R code)
|
||||
* [Reinforcement Learning: An Introduction](http://webdocs.cs.ualberta.ca/~sutton/book/ebook/the-book.html)
|
||||
* [A First Encounter with Machine Learning](https://www.ics.uci.edu/~welling/teaching/ICS273Afall11/IntroMLBook.pdf) (PDF)
|
||||
* [Learning Deep Architectures for AI](http://www.iro.umontreal.ca/~bengioy/papers/ftml_book.pdf) (PDF)
|
||||
* [Machine Learning, Neural and Statistical Classification](http://www1.maths.leeds.ac.uk/~charles/statlog/whole.pdf) (PDF) or [online version](http://www1.maths.leeds.ac.uk/~charles/statlog/) - This book is based on the EC (ESPRIT) project StatLog.
|
||||
* [Neural Networks and Deep Learning](http://neuralnetworksanddeeplearning.com)
|
||||
* [A Course in Machine Learning](http://ciml.info/dl/v0_8/ciml-v0_8-all.pdf) (PDF)
|
||||
* [The Python Game Book](http://thepythongamebook.com/en:start)
|
||||
|
||||
####Mathematics
|
||||
* [Think Bayes: Bayesian Statistics Made Simple](http://www.greenteapress.com/thinkbayes/) - Allen B. Downey
|
||||
* [Think Stats: Probability and Statistics for Programmers](http://greenteapress.com/thinkstats/) (code written in Python) - Allen B. Downey
|
||||
* [Mathematical Logic - an Introduction](http://www.ii.uib.no/~michal/und/i227/book/book.pdf) (PDF)
|
||||
* [Bayesian Methods for Hackers](https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers) - Cameron Davidson-Pilon
|
||||
* [Introduction to Statistical Thought](http://www.math.umass.edu/~lavine/Book/book.html) - Michael Lavine
|
||||
* [Mathematics for Computer Science (November 2013 Version)](http://courses.csail.mit.edu/6.042/fall13/mcs.pdf) (PDF) - Eric Lehman
|
||||
* [Calculus Made Easy](http://www.gutenberg.org/ebooks/33283) (PDF) - Silvanus P. Thompson
|
||||
* [Category Theory for Computing Science](http://www.math.mcgill.ca/triples/Barr-Wells-ctcs.pdf) (PDF)
|
||||
* [Essentials of Metaheuristics](http://cs.gmu.edu/~sean/book/metaheuristics/) by Sean Luke
|
||||
* [Advanced Data Analysis from an Elementary Point of View](http://www.stat.cmu.edu/~cshalizi/ADAfaEPoV/)
|
||||
* [Probability and Statistics Cookbook](http://matthias.vallentin.net/probability-and-statistics-cookbook/)
|
||||
* [A First Course in Linear Algebra](http://linear.ups.edu/) - Robert A. Beezer
|
||||
* [Collaborative Statistics](http://cnx.org/content/col10522/latest/)
|
||||
* [CK-12 Probability and Statistics - Advanced](http://www.ck12.org/book/Probability-and-Statistics---Advanced-%2528Second-Edition%2529/)
|
||||
* [Concepts & Applications of Inferential Statistics](http://vassarstats.net/textbook/)
|
||||
* [Introduction to Probability](http://www.dartmouth.edu/~chance/teaching_aids/books_articles/probability_book/book.html) - Charles M. Grinstead and J. Laurie Snell
|
||||
* [OpenIntro Statistics](http://www.openintro.org/stat/textbook.php)
|
||||
* [Probability and Statistics EBook](http://wiki.stat.ucla.edu/socr/index.php/Probability_and_statistics_EBook)
|
||||
* [Statistics Done Wrong](http://www.refsmmat.com/statistics/) - Alex Reinhart
|
||||
* [Number Theory](http://web.mit.edu/~holden1/www/math/number-theory.pdf) (PDF)
|
||||
|
||||
####Cellular Automata
|
||||
* [Cellular Automata Books](http://uncomp.uwe.ac.uk/genaro/Cellular_Automata_Repository/Books.html)
|
||||
|
||||
####Misc
|
||||
* [97 Things Every Programmer Should Know](http://programmer.97things.oreilly.com/)
|
||||
* [97 Things Every Programmer Should Know - Extended](https://leanpub.com/97-Things-Every-Programmer-Should-Know-Extended)
|
||||
* [A Mathematical Theory of Communication](http://cm.bell-labs.com/cm/ms/what/shannonday/paper.html) by Claude E.Shannon
|
||||
* [Asterisk™: The Definitive Guide](http://asteriskdocs.org/en/3rd_Edition/asterisk-book-html-chunk/index.html)
|
||||
* ["DYNAMIC LINKED LIBRARIES": Paradigms of the GPL license in contemporary software](http://www.lulu.com/shop/luis-enríquez-a/dynamic-linked-libraries-paradigms-of-the-gpl-license-in-contemporary-software/ebook/product-21371318.html) - Luis A. Enríquez
|
||||
* [Hacknot: Essays on Software Development](http://www.lulu.com/shop/ed-johnson/hacknot-essays-on-software-development/ebook/product-17544641.html) - Ed Johnson
|
||||
* [How to Think Like a Computer Scientist](http://openbookproject.net/thinkcs/) - Peter Wentworth, Jeffrey Elkner, Allen B. Downey, and Chris Meyers
|
||||
* [I Am a Bug](http://www.amibug.com/iamabug/p01.html)
|
||||
* [Learn to Program](http://pine.fm/LearnToProgram/)
|
||||
* [The Quest for Artificial Intelligence: A History of Ideas and Achievements](http://ai.stanford.edu/~nilsson/QAI/qai.pdf) - Nils J. Nilsson
|
||||
* [The Z Notation: A Reference Manual, Second Edition](http://spivey.oriel.ox.ac.uk/~mike/zrm/zrm.pdf) - J. M. Spivey
|
||||
* [Foundations of Programming](http://codebetter.com/files/folders/codebetter_downloads/entry179694.aspx)
|
||||
* [Communicating Sequential Processes](http://www.usingcsp.com/cspbook.pdf) (PDF) by Tony Hoare
|
||||
* [Come, Let's Play: Scenario-Based Programming Using Live Sequence Charts](http://www.scribd.com/doc/175241338/Come-Let-s-Play)
|
||||
* [Computer Musings](http://scpd.stanford.edu/knuth/index.jsp) (lectures by Donald Knuth)
|
||||
* [Culture \& Empire: Digital Revolution](http://hintjens.com/books) (PDF)
|
||||
* [How Computers Work](http://www.fastchip.net/howcomputerswork/p1.html)
|
||||
* [Data-Intensive Text Processing with MapReduce](http://www.umiacs.umd.edu/~jimmylin/MapReduce-book-final.pdf) (PDF)
|
||||
* [Designing Interfaces](http://designinginterfaces.com) by Jennifer Tidwell
|
||||
* [Digital Signal Processing For Engineers and Scientists](http://www.dspguide.com/)
|
||||
* [Digital Signal Processing For Communications](http://www.sp4comm.org/)
|
||||
* [Distributed systems for fun and profit](http://book.mixu.net/distsys/single-page.html)
|
||||
* [Flow based Programming](http://jpaulmorrison.com/fbp/#book)
|
||||
* [Getting Real](http://gettingreal.37signals.com/)
|
||||
* [Magic Ink: Information Software and The Graphical Interface](http://worrydream.com/#!/MagicInk) by Bret Victor
|
||||
* [Modeling Reactive Systems with Statecharts](http://www.scribd.com/doc/167971960/Modeling-Reactive-Systems-With-Statecharts)
|
||||
* [Networks, Crowds, and Markets: Reasoning About a Highly Connected World](http://www.cs.cornell.edu/home/kleinber/networks-book/)
|
||||
* [PNG: The Definitive Guide](http://www.libpng.org/pub/png/book/)
|
||||
* [Pointers And Memory](http://cslibrary.stanford.edu/102/PointersAndMemory.pdf) (PDF)
|
||||
* [Programmer's Motivation for Beginners](http://programmersmotivation.com/)
|
||||
* [Project Oberon](http://www-old.oberon.ethz.ch/WirthPubl/ProjectOberon.pdf) (PDF)
|
||||
* [Security Engineering](http://www.cl.cam.ac.uk/~rja14/book.html)
|
||||
* [Small Memory Software](http://www.smallmemory.com/book.html)
|
||||
* [SVG Essentials](http://commons.oreilly.com/wiki/index.php/SVG_Essentials)
|
||||
* [Object-Oriented Reengineering Patterns](http://win.ua.ac.be/~sdemey/) - Serge Demeyer, Stéphane Ducasse and Oscar Nierstrasz
|
||||
* [Mother Tongues of Computer Languages](http://www.digibarn.com/collections/posters/tongues/) (PNG)
|
||||
* [Open Government;Collaboration, Transparency, and Participation in Practice](https://github.com/oreillymedia/open_government)
|
||||
* [How to Become a Programmer](http://softwarebyrob.wpengine.netdna-cdn.com/assets/Software_by_Rob%20_How_to_Become_a%20_Programmer_1.0.pdf)
|
||||
|
||||
####Web Performance
|
||||
* [Book of Speed](http://www.bookofspeed.com/index.html) by Stoyan Stefanov
|
||||
* [Mature Optimization](http://carlos.bueno.org/optimization/mature-optimization.pdf) by Carlos Bueno
|
||||
|
||||
####MOOC
|
||||
* [MIT OCW](http://ocw.mit.edu/OcwWeb/web/home/home/index.htm)
|
||||
* [Coursera](https://www.coursera.org/)
|
||||
* [Udacity](https://www.udacity.com/)
|
||||
* [edX](https://www.edx.org/)
|
||||
|
||||
####Professional Development
|
||||
* [Don't Just Roll the Dice](http://download.red-gate.com/ebooks/DJRTD_eBook.pdf) (PDF) *(RedGate, By Neil Davidson)*
|
||||
* [Confessions of an IT Manager](http://download.red-gate.com/ebooks/DotNet/Confessions_IT_Manager.zip) *(RedGate, By Phil Factor)*
|
||||
* [How to be a Programmer: A Short, Comprehensive, and Personal Summary](http://samizdat.mines.edu/howto/HowToBeAProgrammer.html) by Robert L. Read
|
||||
|
||||
####Standards
|
||||
* [UNIX - The POSIX Standard - IEEE Std 1003.1](https://github.com/g-nix/posix-standard)
|
||||
|
||||
####Security
|
||||
* [Handbook of Applied Cryptography](http://cacr.uwaterloo.ca/hac/index.html)
|
||||
* [OWASP Top 10 for .NET Developers](http://www.troyhunt.com/2011/12/free-ebook-owasp-top-10-for-net.html)
|
||||
* [Intrusion Detection Systems with Snort](http://ptgmedia.pearsoncmg.com/images/0131407333/downloads/0131407333.pdf)
|
||||
* [Security Engineering](http://www.cl.cam.ac.uk/~rja14/book.html)
|
||||
|
||||
|
||||
|
||||
###Ada
|
||||
* [Ada 95: The Craft of Object-Oriented Programming](http://faculty.cs.wwu.edu/reedyc/AdaResources/bookhtml/contents.htm)
|
||||
|
|
@ -480,19 +476,19 @@
|
|||
|
||||
|
||||
###Android
|
||||
* [Google Android Developer Training](https://developer.android.com/training/index.html)
|
||||
* [Android 4 App Development Essentials](http://www.techotopia.com/index.php/Android_4_App_Development_Essentials)
|
||||
* [Android Programming Guide for Beginners](http://eduonix.com/offers/Android_ebook_free_offer.html) (PDF - need email confirmation)
|
||||
* [CodePath Android Cliffnotes](https://github.com/thecodepath/android_guides/wiki)
|
||||
* [Coreservlets Android Programming Tutorial](http://www.coreservlets.com/android-tutorial/)
|
||||
* [Expert Android and Eclipse development knowledge](http://www.vogella.com/android.html)
|
||||
* [Google Android Developer Training](https://developer.android.com/training/index.html)
|
||||
* [Styling Android](http://www.stylingandroid.com/)
|
||||
* [TechnoTalkative Android](http://www.technotalkative.com/android/)
|
||||
* [Android Programming Guide for Beginners](http://eduonix.com/offers/Android_ebook_free_offer.html) (PDF - need email confirmation)
|
||||
* [Android 4 App Development Essentials](http://www.techotopia.com/index.php/Android_4_App_Development_Essentials)
|
||||
|
||||
|
||||
###APL
|
||||
* [A Practical Introduction to APL1 & APL2](http://aplwiki.com/BooksAndPublications#A_Practical_Introduction_to_APL1_.26_APL2)
|
||||
* [A Practical Introduction to APL2 & APL3](http://aplwiki.com/BooksAndPublications#A_Practical_Introduction_to_APL3_.26_APL4)
|
||||
* [A Practical Introduction to APL3 & APL4](http://aplwiki.com/BooksAndPublications#A_Practical_Introduction_to_APL3_.26_APL4)
|
||||
* [Mastering Dyalog APL](http://www.dyalog.com/intro/) (PDF)
|
||||
|
||||
|
||||
|
|
@ -506,17 +502,17 @@
|
|||
|
||||
|
||||
###Assembly Language
|
||||
* [Assembly Language Succinctly](http://www.syncfusion.com/Content/downloads/ebook/Assembly_Language_Succinctly.pdf)
|
||||
* [Paul Carter's Tutorial on x86 Assembly](http://drpaulcarter.com/pcasm/)
|
||||
* [PC Assembly Language](http://drpaulcarter.com/pcasm/) - Paul A. Carter
|
||||
* [Professional Assembly Language](http://blog.hit.edu.cn/jsx/upload/AT%EF%BC%86TAssemblyLanguage.pdf) (PDF)
|
||||
* [Programming from the Ground Up](http://download.savannah.gnu.org/releases/pgubook/ProgrammingGroundUp-1-0-booksize.pdf) (PDF)
|
||||
* [Ralf Brown's Interrupt List](http://www.ctyme.com/rbrown.htm)
|
||||
* [Software optimization resources by Agner Fog](http://www.agner.org/optimize/)
|
||||
* [The Art of Assembly Language Programming](http://cs.smith.edu/~thiebaut/ArtOfAssembly/artofasm.html)
|
||||
* [x86 Assembly](http://en.wikibooks.org/wiki/X86_Assembly)
|
||||
* [Ralf Brown's Interrupt List](http://www.ctyme.com/rbrown.htm)
|
||||
* [Assembly Language Succinctly](http://www.syncfusion.com/Content/downloads/ebook/Assembly_Language_Succinctly.pdf)
|
||||
* [The Second Book Of Machine Language](http://www.atariarchives.org/2bml/)
|
||||
* [Wizard Code](http://vendu.twodots.nl/wizardcode.html)
|
||||
* [x86 Assembly](http://en.wikibooks.org/wiki/X86_Assembly)
|
||||
|
||||
####Non-X86
|
||||
* [Easy 6502](http://skilldrick.github.io/easy6502/) - Nick Morgan
|
||||
|
|
@ -524,12 +520,14 @@
|
|||
* [Machine Language for Beginners](http://archive.org/details/ataribooks-machine-language-for-beginners) by Richard Mansfield [6502 CPU]
|
||||
* [Programmed Introduction to MIPS Assembly Language](http://chortle.ccsu.edu/AssemblyTutorial/index.html)
|
||||
|
||||
|
||||
###AutoHotkey
|
||||
* [AHKbook - the book for AutoHotkey ](http://maul-esel.github.io/ahkbook/index.html)
|
||||
|
||||
|
||||
###Autotools
|
||||
* [GNU Autoconf, Automake and Libtool](http://sourceware.org/autobook/)
|
||||
* [Autotools Mythbuster](https://www.flameeyes.eu/autotools-mythbuster/)
|
||||
* [GNU Autoconf, Automake and Libtool](http://sourceware.org/autobook/)
|
||||
|
||||
|
||||
###Awk
|
||||
|
|
@ -538,19 +536,19 @@
|
|||
|
||||
###Bash
|
||||
* [Advanced Bash-Scripting Guide](http://tldp.org/LDP/abs/html/)
|
||||
* [Bash Guide for Beginners](http://www.tldp.org/LDP/Bash-Beginners-Guide/html/) by Machtelt Garrels
|
||||
* [BASH Programming- Mike G mikkey ](http://tldp.org/HOWTO/Bash-Prog-Intro-HOWTO.html)
|
||||
* [Getting Started with BASH](http://www.hypexr.org/bash_tutorial.php)
|
||||
* [Bash Guide for Beginners](http://www.tldp.org/LDP/Bash-Beginners-Guide/html/) by Machtelt Garrels
|
||||
* [Google Shell Style Guide](http://google-styleguide.googlecode.com/svn/trunk/shell.xml)
|
||||
* [Learning the bash Shell](http://www.redbrick.dcu.ie/~teapott/MECS/Notes/learning_bash.pdf)
|
||||
* [Lhunath's Bash Guide](http://mywiki.wooledge.org/BashGuide)
|
||||
* [The Command Line Crash Course](http://learncodethehardway.org/cli/book/) (also a Powershell reference)
|
||||
* [Learning the bash Shell](http://www.redbrick.dcu.ie/~teapott/MECS/Notes/learning_bash.pdf)
|
||||
* [Google Shell Style Guide](http://google-styleguide.googlecode.com/svn/trunk/shell.xml)
|
||||
|
||||
|
||||
###Basic
|
||||
* [10 PRINT CHR$(205.5+RND(1)); : GOTO 10](http://10print.org/) - Nick Montfort, Patsy Baudoin, John Bell,Ian Bogost, Jeremy Douglass, Mark C. Marino, Michael Mateas, Casey Reas, Mark Sample, Noah Vawter
|
||||
* [BASIC programming language - Wikibooks](http://en.wikibooks.org/wiki/Category:BASIC_programming_language)
|
||||
* [A beginner's guide to Gambas](http://beginnersguidetogambas.com/)
|
||||
* [BASIC programming language - Wikibooks](http://en.wikibooks.org/wiki/Category:BASIC_programming_language)
|
||||
* [How To Gambas3 Guides](http://howtogambas.org/index.php?page=cedi)
|
||||
* [Visual Basic Essentials](http://www.techotopia.com/index.php/Visual_Basic_Essentials)
|
||||
|
||||
|
|
@ -561,17 +559,17 @@
|
|||
|
||||
###C
|
||||
* [A Tutorial on Pointers and Arrays in C](http://home.netcom.com/~tjensen/ptr/pointers.htm)
|
||||
* [Advanced Linux Programming](http://www.advancedlinuxprogramming.com/)
|
||||
* [Beej's Guide to C Programming](http://beej.us/guide/bgc/)
|
||||
* [Beej's Guide to Network Programming](http://beej.us/guide/bgnet/)
|
||||
* [The C book](http://publications.gbdirect.co.uk/c_book/)
|
||||
* [Essential C](http://cslibrary.stanford.edu/101/EssentialC.pdf) (PDF)
|
||||
* [Learn C the hard way](http://c.learncodethehardway.org/book/)
|
||||
* [The Craft of Text Editing or A Cookbook for an Emacs](http://www.finseth.com/craft/) - Craig A. Finseth
|
||||
* [The new C standard - an annotated reference](http://www.knosof.co.uk/cbook/cbook.html)
|
||||
* [Object Oriented Programming in C](http://www.planetpdf.com/codecuts/pdfs/ooc.pdf) (PDF)
|
||||
* [C Programming - Wikibooks](http://en.wikibooks.org/wiki/Programming:C)
|
||||
* [Deep C](http://www.slideshare.net/olvemaudal/deep-c)
|
||||
* [Advanced Linux Programming](http://www.advancedlinuxprogramming.com/)
|
||||
* [Essential C](http://cslibrary.stanford.edu/101/EssentialC.pdf) (PDF)
|
||||
* [Learn C the hard way](http://c.learncodethehardway.org/book/)
|
||||
* [Object Oriented Programming in C](http://www.planetpdf.com/codecuts/pdfs/ooc.pdf) (PDF)
|
||||
* [The C book](http://publications.gbdirect.co.uk/c_book/)
|
||||
* [The Craft of Text Editing or A Cookbook for an Emacs](http://www.finseth.com/craft/) - Craig A. Finseth
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* [The New C Standard - An Annotated Reference](http://www.knosof.co.uk/cbook/cbook.html)
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###C++
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Reference in New Issue