split language agnostic to a separate file (#5563)
* split language agnostic to a separate file * fix heading levelspull/5573/head
Eric Hellman
3 years ago
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## BY SUBJECT |
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This list, organized by subject, is for books that cover a programming-related subject in a programming-language agnostic way. |
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Books that cover a specific programming language can be found in the [BY PROGRAMMING LANGUAGE file](free-programming-books-langs.md) list. |
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### Index |
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* [0 - Meta-Lists](#0---meta-lists) |
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* [Algorithms & Data Structures](#algorithms--data-structures) |
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* [Artificial Intelligence](#artificial-intelligence) |
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* [Cellular Automata](#cellular-automata) |
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* [Cloud Computing](#cloud-computing) |
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* [Competitive Programming](#competitive-programming) |
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* [Compiler Design](#compiler-design) |
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* [Computer Science](#computer-science) |
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* [Computer Vision](#computer-vision) |
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* [Containers](#containers) |
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* [Database](#database) |
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* [Datamining](#datamining) |
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* [Game Development](#game-development) |
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* [Graphical user interfaces](#graphical-user-interfaces) |
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* [Graphics Programming](#graphics-programming) |
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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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* [Mathematics For Computer Science](#mathematics-for-computer-science) |
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* [Misc](#misc) |
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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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* [Partial Evaluation](#partial-evaluation) |
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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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* [Reverse Engineering](#reverse-engineering) |
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* [Search Engines](#search-engines) |
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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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* [Web Services](#web-services) |
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* [Workflow](#workflow) |
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### 0 - Meta-Lists |
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|
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* [atariarchives.org](http://www.atariarchives.org) atariarchives.org makes books, information, and software for Atari and other classic computers available on the Web. |
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* [Bento](https://www.bento.io) |
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* [Bitsavers.org](http://bitsavers.trailing-edge.com) |
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* [Bookboon: IT & Programming](http://bookboon.com/en/it-programming-ebooks) Cookie required. (email address *requested*, not required) |
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|
* [Code Catalog: A Collection of Code Examples from Prominent Open Source Projects](https://codecatalog.org) (HTML) |
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* [conceptf1.blogspot.com](http://conceptf1.blogspot.com/2013/11/list-of-freely-available-programming.html) |
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* [Free Smalltalk Books, collected by Stéphane Ducasse](http://stephane.ducasse.free.fr/FreeBooks.html) |
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* [Free Tech Books](http://www.freetechbooks.com) |
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* [Goalkicker](https://goalkicker.com) - Programming Notes for Professionals books |
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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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* [JSBooks - directory of free javascript ebooks](https://github.com/revolunet/JSbooks) |
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* [Learn X in Y minutes](https://learnxinyminutes.com) |
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* [Learneroo Resources to Learn Programming](https://www.learneroo.com/modules/12/nodes/96) |
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|
* [Microsoft Guides to Software](https://blogs.msdn.microsoft.com/mssmallbiz/2014/07/07/largest-collection-of-free-microsoft-ebooks-ever-including-windows-8-1-windows-8-windows-7-office-2013-office-365-office-2010-sharepoint-2013-dynamics-crm-powershell-exchange-server-lync-2/) |
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* [Microsoft Press: Free E-Books](https://mva.microsoft.com/ebooks) |
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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](https://blogs.msdn.microsoft.com/mssmallbiz/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/) |
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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](https://blogs.msdn.microsoft.com/mssmallbiz/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/) |
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* [O'Reilly's Open Books Project](http://www.oreilly.com/openbook/) |
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* [Papers we love](https://github.com/papers-we-love/papers-we-love) |
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* [Programming](https://en.wikibooks.org/wiki/Category%3aComputer_programming) - Wikibooks |
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* [Red Gate Books](http://www.red-gate.com/community/books/index) |
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* [Stef's Free Online Smalltalk Books](http://stephane.ducasse.free.fr/FreeBooks/) |
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* [TechBeamers.com](http://www.techbeamers.com) |
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* [TechBooksForFree.com](http://www.techbooksforfree.com) |
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* [The Definitive C++ Book Guide and List](http://stackoverflow.com/questions/388242/the-definitive-c-book-guide-and-list) |
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* [Theassayer.org](http://theassayer.org) |
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* [tutorialspoint](http://www.tutorialspoint.com) |
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### Algorithms & Data Structures |
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* [A Field Guide To Genetic Programming](https://web.archive.org/web/20191020195105/http://www0.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/poli08_fieldguide.pdf) - Riccardo Poli et al. (PDF) |
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* [Algorithm Design](https://archive.org/details/AlgorithmDesign1stEditionByJonKleinbergAndEvaTardos2005PDF) - Jon Kleinberg and Éva Tardos (PDF) |
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* [Algorithmic Graph Theory](http://code.google.com/p/graphbook/) |
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* [Algorithms](https://en.wikibooks.org/wiki/Algorithms) - Wikibooks |
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* [Algorithms, 4th Edition](http://algs4.cs.princeton.edu/home/) - Robert Sedgewick and Kevin Wayne |
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* [Algorithms and Automatic Computing Machines (1963)](https://archive.org/details/Algorithms_And_Automatic_Computing_Machines) - B. A. Trakhtenbrot |
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* [Algorithms and Complexity](https://www.math.upenn.edu/~wilf/AlgoComp.pdf) - Herbert S. Wilf (PDF) |
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* [Algorithms Course Materials](http://jeffe.cs.illinois.edu/teaching/algorithms/) - Jeff Erickson |
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* [Algorithms Notes for Professionals](https://goalkicker.com/AlgorithmsBook) - Compiled from StackOverflow Documentation (PDF) |
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* [Analysis and Design of Algorithms](http://www.cse.iitd.ernet.in/~ssen/csl356/admin356.html) - Sandeep Sen, IIT Delhi |
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* [Animated Algorithm and Data Structure Visualization](http://visualgo.net) (Resource) |
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* [Annotated Algorithms in Python: Applications in Physics, Biology, and Finance](https://github.com/mdipierro/nlib) - Massimo di Pierro |
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* [Binary Trees](http://cslibrary.stanford.edu/110/BinaryTrees.pdf) (PDF) |
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* [Data Structures](http://www.cse.iitd.ernet.in/~suban/cs130/index.html) - Prof. Subhashis Banerjee, IIT Delhi |
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* [Data Structures (Into Java) - Paul N. Hilfinger](http://www-inst.eecs.berkeley.edu/~cs61b/fa14/book2/data-structures.pdf) (PDF) |
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* [Data Structures and Algorithms: Annotated Reference with Examples](https://web.archive.org/web/20170715160229/http://dotnetslackers.com/Community/files/folders/data-structures-and-algorithms/entry30283.aspx) - G. Barnett and L. Del Tongo |
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* [Data Structures Succinctly Part 1, Syncfusion](https://www.syncfusion.com/resources/techportal/ebooks/datastructurespart1) (PDF, Kindle) (email address *requested*, not required) |
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* [Data Structures Succinctly Part 2, Syncfusion](https://www.syncfusion.com/resources/techportal/ebooks/datastructurespart2) (PDF, Kindle) (email address *requested*, not required) |
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* [Elementary Algorithms](https://github.com/liuxinyu95/AlgoXY) - Larry LIU Xinyu |
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* [Foundations of Computer Science](http://infolab.stanford.edu/~ullman/focs.html) - Al Aho and Jeff Ullman |
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* [Geometry Algorithms](http://geomalgorithms.com) - Dan Sunday |
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* [Lectures Notes on Algorithm Analysis and Computational Complexity (Fourth Edition)](http://ianparberry.com/books/free/license.html) - Ian Parberry (use form at bottom of license) |
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* [LEDA: A Platform for Combinatorial and Geometric Computing](http://people.mpi-inf.mpg.de/~mehlhorn/LEDAbook.html) - K. Mehlhorn et al. |
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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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* [Matters Computational: Ideas, Algorithms, Source Code](http://www.jjj.de/fxt/fxtbook.pdf) (PDF) |
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* [Open Data Structures: An Introduction](http://opendatastructures.org) - Pat Morin |
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* [Planning Algorithms](http://planning.cs.uiuc.edu) |
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* [Problems on Algorithms (Second Edition)](http://ianparberry.com/books/free/license.html) - Ian Parberry (use form at bottom of license) |
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* [Purely Functional Data Structures (1996)](http://www.cs.cmu.edu/~rwh/theses/okasaki.pdf) - Chris Okasaki (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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* [The Algorithm Design Manual](http://www8.cs.umu.se/kurser/TDBAfl/VT06/algorithms/BOOK/BOOK/BOOK.HTM) |
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* [The Art of Computer Programming](http://www.cs.utsa.edu/~wagner/knuth/) - Donald Knuth (fascicles, mostly volume 4) |
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* [The Design of Approximation Algorithms](http://www.designofapproxalgs.com/book.pdf) (PDF) |
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* [The Great Tree List Recursion Problem](http://cslibrary.stanford.edu/109/TreeListRecursion.pdf) (PDF) |
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* [The Kademlia Protocol Succinctly](https://www.syncfusion.com/ebooks/kademlia_protocol_succinctly) - Marc Clifton |
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* [Think Complexity](https://greenteapress.com/wp/think-complexity-2e/) - Allen B. Downey (2nd Edition) (PDF, HTML) |
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### Artificial Intelligence |
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* [Introduction to Autonomous Robots](https://github.com/correll/Introduction-to-Autonomous-Robots/releases) - Nikolaus Correll (PDF) |
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* [The Quest for Artificial Intelligence: A History of Ideas and Achievements](http://ai.stanford.edu/~nilsson/QAI/qai.pdf) - Nils J. Nilsson (PDF) |
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### Cellular Automata |
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* [A New Kind of Science](https://www.wolframscience.com/nksonline/toc.html) - Stephen Wolfram |
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### Cloud Computing |
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* [AWS Well-Architected Framework](https://docs.aws.amazon.com/wellarchitected/latest/framework) (PDF, HTML) |
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* [Azure for Architects, Third Edition](https://azure.microsoft.com/en-us/resources/azure-for-architects/) (PDF) *(email address or account required)* |
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* [Azure Functions Succinctly, Syncfusion](https://www.syncfusion.com/ebooks/azure-functions-succinctly) (PDF, Kindle) (email address requested, not required) |
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* [Cloud Computing for Science and Engineering](https://cloud4scieng.org/chapters/) - Ian Foster, Dennis B. Gannon (:construction: *in process*) |
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* [Cloud Design Patterns](https://docs.microsoft.com/en-us/azure/architecture/patterns/) |
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* [Designing Distributed Systems](https://azure.microsoft.com/en-us/resources/designing-distributed-systems/) *(account required)* |
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* [Learn Azure in a Month of Lunches](https://azure.microsoft.com/mediahandler/files/resourcefiles/learn-azure-in-a-month-of-lunches/Learn_Azure_in_a_Month_of_Lunches.pdf) - Iain Foulds (PDF) |
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* [Monitoring Modern Infrastructure](https://www.datadoghq.com/ebook/monitoring-modern-infrastructure/) *(account required)* |
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* [Multi-tenant Applications for the Cloud, 3rd Edition](http://www.microsoft.com/en-us/download/details.aspx?id=29263) |
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* [OpenStack Operations Guide](https://docs.openstack.org/ops-guide/index.html) |
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* [Streamline microservice management with Istio Service Mesh](https://developers.redhat.com/books/introducing-istio-service-mesh-microservices/) *(account required)* |
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* [The Developer’s Guide to Azure](https://azure.microsoft.com/en-us/campaigns/developer-guide/) |
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### Competitive Programming |
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* [Competitive Programmer's Handbook](https://cses.fi/book/book.pdf) - Antti Laaksonen (PDF) |
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* [Competitive Programming, 1st Edition](https://cpbook.net/#CP1details) - Steven Halim [(PDF)](https://www.comp.nus.edu.sg/~stevenha/myteaching/competitive_programming/cp1.pdf) |
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* [Competitive Programming, 2nd Edition](https://cpbook.net/#CP2details) - Steven Halim [(PDF)](https://www.comp.nus.edu.sg/~stevenha/myteaching/competitive_programming/cp2.pdf) |
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* [Principles of Algorithmic Problem Solving](http://www.csc.kth.se/~jsannemo/slask/main.pdf) - Johan Sannemo (PDF) |
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### Compiler Design |
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* [An Introduction to GCC](https://web.archive.org/web/20170326232435/http://www.network-theory.co.uk/docs/gccintro/index.html) - Brian Gough |
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* [Basics of Compiler Design (Anniversary Edition)](http://www.diku.dk/~torbenm/Basics/) - Torben Mogensen |
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* [Compiler Design in C (1990)](http://www.holub.com/software/compiler.design.in.c.html) - Allen Holub, Prentice Hall |
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* [Compiler Design: Theory, Tools, and Examples, C/C++ Edition](http://elvis.rowan.edu/~bergmann/books/Compiler_Design/c_cpp/Text/C_CppEd.pdf) - Seth D. Bergmann (PDF) |
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* [Compiler Design: Theory, Tools, and Examples, Java Edition](http://elvis.rowan.edu/~bergmann/books/Compiler_Design/java/CompilerDesignBook.pdf) - Seth D. Bergmann (PDF) |
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* [Compiling Scala for the Java Virtual Machine](http://lampwww.epfl.ch/~schinz/thesis-final-A4.pdf) - Michel Schinz (PDF) |
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* [Compiling Techniques (1969)](http://www.chilton-computing.org.uk/acl/literature/books/compilingtechniques/overview.htm) - F.R.A. Hopgood, Macdonald |
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* [Crafting Interpreters (:construction:)](http://www.craftinginterpreters.com) - Bob Nystrom (HTML) |
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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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* [Practical and Theoretical Aspects of Compiler Construction](http://web.stanford.edu/class/archive/cs/cs143/cs143.1128/) (class lectures and slides) |
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* [The ANTLR Mega Tutorial](https://tomassetti.me/antlr-mega-tutorial/) |
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### Computer Science |
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* [Computational Thinking](https://www.cs.cmu.edu/~15110-s13/Wing06-ct.pdf) - Jeannette Wing, Carnegie-Mellon University (PDF) |
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* [Computer Science I - Draft](https://bitbucket.org/chrisbourke/computersciencei/src) - Dr. Chris Bourke (PDF) (:construction: *in process*) |
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* [Computer Science II - Draft](http://cse.unl.edu/~cbourke/ComputerScienceTwo.pdf) - Dr. Chris Bourke (PDF) (:construction: *in process*) |
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* [CS Principles: Big Ideas in Programming](https://www.openbookproject.net/books/StudentCSP/) - Mark Guzdial and Barbara Ericson (HTML) |
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### Computer Vision |
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* [Computer Vision](http://homepages.inf.ed.ac.uk/rbf/BOOKS/BANDB/bandb.htm) - Dana Ballard, Chris Brown |
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* [Computer Vision: Algorithms and Applications](http://szeliski.org/Book/) - Richard Szeliski |
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* [Computer Vision: Models, Learning, and Inference](http://www.computervisionmodels.com) - Simon J.D. Prince |
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* [Programming Computer Vision with Python](http://programmingcomputervision.com) - Jan Erik Solem |
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### Containers |
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* [Docker Jumpstart](http://odewahn.github.io/docker-jumpstart/) - Andrew Odewahn |
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### Database |
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* [Database Design, 2nd Ed.](https://open.bccampus.ca/browse-our-collection/find-open-textbooks/?uuid=5b6f010a-0563-44d4-94c5-67caa515d2c5) - Adrienne Watt, Nelson Eng (HTML, PDF, EPUB, Kindle) |
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* [Database Explorations](http://www.dcs.warwick.ac.uk/~hugh/TTM/Database-Explorations-revision-2.pdf) (PDF) |
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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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* [Databases, Types, and The Relational Model: The Third Manifesto](http://www.dcs.warwick.ac.uk/~hugh/TTM/DTATRM.pdf) (PDF) |
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* [Foundations of Databases](http://webdam.inria.fr/Alice/) |
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* [Readings in Database Systems, 5th Ed.](http://www.redbook.io) |
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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) - Ron Zacharski (Draft) |
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* [Data Jujitsu: The Art of Turning Data into Product](http://www.oreilly.com/data/free/data-jujitsu.csp) (email address *requested*, not required) |
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* [Data Mining Algorithms In R](https://en.wikibooks.org/wiki/Data_Mining_Algorithms_In_R) - Wikibooks |
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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](https://docs.google.com/file/d/0B6iefdnF22XQeVZDSkxjZ0Z5VUE/edit?pli=1) - Jeffrey Stanton |
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* [Introduction to Data Science](https://leanpub.com/datasciencebook) - Rafael A Irizarry *(Leanpub account or valid email requested)* |
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* [Mining of Massive Datasets](http://www.mmds.org) |
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* [School of Data Handbook](http://schoolofdata.org/handbook/) |
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* [Statistical inference for data science](https://leanpub.com/LittleInferenceBook/read) - Brian Caffo |
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* [The Ultimate Guide to 12 Dimensionality Reduction Techniques (with Python codes)](https://www.analyticsvidhya.com/blog/2018/08/dimensionality-reduction-techniques-python/) - Pulkit Sharma |
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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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|
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### Game Development |
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|
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|
* [2D Game Development: From Zero To Hero](https://github.com/Penaz91/2DGD_F0TH) - Daniele Penazzo (HTML, [PDF, EBPUB, Kindle...](https://therealpenaz91.itch.io/2dgd-f0th#download)) (:construction: *in process*) |
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|
* [Coding With Minecraft](https://turtleappstore.com/book/) - Al Sweigart |
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|
* [Designing Virtual Worlds](https://mud.co.uk/richard/DesigningVirtualWorlds.pdf) - Richard A. Bartle (PDF) |
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|
* [Game AI Pro](http://www.gameaipro.com) - Steve Rabin |
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|
* [Game Design with AGS](https://ensadi.github.io/AGSBook/) - Dave Ensminger, A. G. Madi |
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|
* [Game Programming Patterns](http://gameprogrammingpatterns.com) - Bob Nystrom |
||||||
|
* [Procedural Content Generation in Games](http://pcgbook.com) - Noor Shaker, Julian Togelius, Mark Nelson |
||||||
|
|
||||||
|
|
||||||
|
### Graphics Programming |
||||||
|
|
||||||
|
* [3D Game Shaders For Beginners](https://github.com/lettier/3d-game-shaders-for-beginners) - David Lettier (Git) [(HTML)](https://lettier.github.io/3d-game-shaders-for-beginners) |
||||||
|
* [Blender 3D: Noob to Pro](https://en.wikibooks.org/wiki/Blender_3D%3A_Noob_to_Pro) - Wikibooks |
||||||
|
* [Blender Manual](https://docs.blender.org/manual/en/latest) |
||||||
|
* [Computer Graphics from scratch](http://gabrielgambetta.com/computer-graphics-from-scratch) - Gabriel Gambetta (:construction: *in process*) |
||||||
|
* [DirectX manual](http://user.xmission.com/~legalize/book/download/index.html) (draft) |
||||||
|
* [GPU Gems](https://developer.nvidia.com/gpugems/GPUGems/gpugems_pref01.html) |
||||||
|
* [Graphics Programming Black Book](http://www.gamedev.net/page/resources/_/technical/graphics-programming-and-theory/graphics-programming-black-book-r1698) - Michael Abrash |
||||||
|
* [Introduction to Modern OpenGL](https://open.gl) - Alexander Overvoorde (HTML, EPUB, PDF) (C++) |
||||||
|
* [Introduction to TouchDesigner 099](https://leanpub.com/introductiontotouchdesigner/) *(Leanpub account or valid email requested)* |
||||||
|
* [Learn Computer Graphics From Scratch!](https://www.scratchapixel.com) - Scratchapixel (:construction: *in process*) |
||||||
|
* [Learn OpenGL](http://learnopengl.com) - Joey de Vries |
||||||
|
* [Learn OpenGL RS](https://github.com/bwasty/learn-opengl-rs) - Benjamin Wasty et al. (:construction: *in process*) (Rust) |
||||||
|
* [Learning Modern 3D Graphics Programming](https://web.archive.org/web/20150225192611/http://www.arcsynthesis.org/gltut/index.html) - Jason L. McKesson (draft) |
||||||
|
* [Notes for a Computer Graphics Programming Course](https://www.cs.csustan.edu/~rsc/CS3600F00/Notes.pdf) - Dr. Steve Cunningham (PDF) |
||||||
|
* [OpenGL](http://www.songho.ca/opengl/index.html) - Concepts and illustrations. |
||||||
|
* [Ray Tracing in One Weekend](https://raytracing.github.io) - Peter Shirley (HTML) |
||||||
|
* [ShaderX series](http://www.realtimerendering.com/resources/shaderx/) - Wolfgang Engel |
||||||
|
* [Tutorials for modern OpenGL](http://www.opengl-tutorial.org) |
||||||
|
* [WebGL Insights](http://webglinsights.com) - Patrick Cozzi and Contributors |
||||||
|
|
||||||
|
|
||||||
|
### Graphical User Interfaces |
||||||
|
|
||||||
|
* [Programming with gtkmm 4](https://developer.gnome.org/gtkmm-tutorial/stable/) |
||||||
|
* [Search User Interfaces](http://searchuserinterfaces.com/book/) - Marti A. Hearst |
||||||
|
* [The GLib/GTK+ Development Platform](https://people.gnome.org/~swilmet/glib-gtk-dev-platform.pdf) - Sébastien Wilmet (PDF) |
||||||
|
|
||||||
|
|
||||||
|
### Information Retrieval |
||||||
|
|
||||||
|
* [Information Retrieval: A Survey](http://www.csee.umbc.edu/csee/research/cadip/readings/IR.report.120600.book.pdf) (PDF) |
||||||
|
* [Introduction to Information Retrieval](http://nlp.stanford.edu/IR-book/information-retrieval-book.html) |
||||||
|
|
||||||
|
|
||||||
|
### Licensing |
||||||
|
|
||||||
|
* [Creative Commons: a user guide](http://www.aliprandi.org/cc-user-guide/) - Simone Aliprandi |
||||||
|
* [Open Source Licensing Software Freedom and Intellectual Property Law](http://rosenlaw.com/oslbook/) - Lawrence Rosen |
||||||
|
* [The Public Domain: Enclosing the Commons of the Mind](http://www.thepublicdomain.org/download/) - James Boyle |
||||||
|
|
||||||
|
|
||||||
|
### Machine Learning |
||||||
|
|
||||||
|
* [A Brief Introduction to Machine Learning for Engineers](https://arxiv.org/pdf/1709.02840.pdf) - Osvaldo Simeone (PDF) |
||||||
|
* [A Brief Introduction to Neural Networks](http://www.dkriesel.com/en/science/neural_networks) |
||||||
|
* [A Comprehensive Guide to Machine Learning](https://www.eecs189.org/static/resources/comprehensive-guide.pdf) - Soroush Nasiriany, Garrett Thomas, William Wang, Alex Yang (PDF) |
||||||
|
* [A Course in Machine Learning](http://ciml.info/dl/v0_9/ciml-v0_9-all.pdf) (PDF) |
||||||
|
* [A First Encounter with Machine Learning](https://www.ics.uci.edu/~welling/teaching/ICS273Afall11/IntroMLBook.pdf) (PDF) |
||||||
|
* [A Selective Overview of Deep Learning](https://arxiv.org/abs/1904.05526) - Fan, Ma, and Zhong (PDF) |
||||||
|
* [Algorithms for Reinforcement Learning](https://sites.ualberta.ca/~szepesva/papers/RLAlgsInMDPs.pdf) - Csaba Szepesvári (PDF) |
||||||
|
* [An Introduction to Statistical Learning](http://www-bcf.usc.edu/~gareth/ISL/) - Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani |
||||||
|
* [Bayesian Reasoning and Machine Learning](http://web4.cs.ucl.ac.uk/staff/D.Barber/pmwiki/pmwiki.php?n=Brml.HomePage) |
||||||
|
* [Deep Learning](http://www.deeplearningbook.org) - Ian Goodfellow, Yoshua Bengio and Aaron Courville |
||||||
|
* [Deep Learning for Coders with Fastai and PyTorch](https://github.com/fastai/fastbook) - Jeremy Howard, Sylvain Gugger (Jupyter Notebooks) |
||||||
|
* [Deep Learning with PyTorch](https://pytorch.org/assets/deep-learning/Deep-Learning-with-PyTorch.pdf) - Eli Stevens, Luca Antiga, Thomas Viehmann (PDF) |
||||||
|
* [Dive into Deep Learning](http://d2l.ai) |
||||||
|
* [Explorations in Parallel Distributed Processing: A Handbook of Models, Programs, and Exercises](https://web.stanford.edu/group/pdplab/pdphandbook) - James L. McClelland |
||||||
|
* [Foundations of Machine Learning, Second Edition](https://mitpress.ublish.com/ereader/7093/?preview=#page/Cover) - Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar |
||||||
|
* [Free and Open Machine Learning](https://freeandopenmachinelearning.readthedocs.io/en/latest/index.html) - Maikel Mardjan |
||||||
|
* [Gaussian Processes for Machine Learning](http://www.gaussianprocess.org/gpml/) |
||||||
|
* [IBM Machine Learning for Dummies](https://www.ibm.com/downloads/cas/GB8ZMQZ3) - Judith Hurwitz, Daniel Kirsch |
||||||
|
* [Information Theory, Inference, and Learning Algorithms](http://www.inference.phy.cam.ac.uk/itila/) |
||||||
|
* [Interpretable Machine Learning](https://christophm.github.io/interpretable-ml-book/) - Christoph Molnar |
||||||
|
* [Introduction to CNTK Succinctly](https://www.syncfusion.com/ebooks/cntk_succinctly) - James McCaffrey |
||||||
|
* [Introduction to Machine Learning](http://arxiv.org/abs/0904.3664v1) - Amnon Shashua |
||||||
|
* [Keras Succinctly](https://www.syncfusion.com/ebooks/keras-succinctly) - James McCaffrey |
||||||
|
* [Learn Tensorflow](https://bitbucket.org/hrojas/learn-tensorflow) - Jupyter Notebooks |
||||||
|
* [Learning Deep Architectures for AI](https://mila.quebec/wp-content/uploads/2019/08/TR1312.pdf) (PDF) |
||||||
|
* [Machine Learning](http://www.intechopen.com/books/machine_learning) |
||||||
|
* [Machine Learning for Data Streams](https://moa.cms.waikato.ac.nz/book-html/) - Albert Bifet, Ricard Gavaldà, Geoff Holmes, Bernhard Pfahringer |
||||||
|
* [Machine Learning from Scratch](https://dafriedman97.github.io/mlbook/content/introduction.html) - Danny Friedman |
||||||
|
* [Machine Learning, Neural and Statistical Classification](http://www1.maths.leeds.ac.uk/~charles/statlog/) |
||||||
|
* [Mathematics for Machine Learning](https://gwthomas.github.io/docs/math4ml.pdf) - Garrett Thomas (PDF) |
||||||
|
* [Mathematics for Machine Learning](https://mml-book.github.io) - Marc Peter Deisenroth, A Aldo Faisal, and Cheng Soon Ong |
||||||
|
* [Neural Networks and Deep Learning](http://neuralnetworksanddeeplearning.com) |
||||||
|
* [Probabilistic Models in the Study of Language](http://idiom.ucsd.edu/~rlevy/pmsl_textbook/text.html) (Draft, with R code) |
||||||
|
* [Python Machine Learning Projects](https://www.digitalocean.com/community/books/python-machine-learning-projects-a-digitalocean-ebook) - Lisa Tagliaferri and Brian Boucheron (PDF, EPUB, MOBI) |
||||||
|
* [Reinforcement Learning: An Introduction](http://incompleteideas.net/book/RLbook2020.pdf) - Richard S. Sutton, Andrew G. Barto (PDF) |
||||||
|
* [Speech and Language Processing (3rd Edition Draft)](https://web.stanford.edu/~jurafsky/slp3/ed3book.pdf) - Daniel Jurafsky, James H. Martin (PDF) |
||||||
|
* [The Elements of Statistical Learning](https://web.stanford.edu/~hastie/ElemStatLearn/) - Trevor Hastie, Robert Tibshirani, and Jerome Friedman |
||||||
|
* [The LION Way: Machine Learning plus Intelligent Optimization](https://intelligent-optimization.org/LIONbook/lionbook_3v0.pdf) - Roberto Battiti, Mauro Brunato (PDF) |
||||||
|
* [The Python Game Book](http://thepythongamebook.com/en%3Astart) |
||||||
|
* [Top 10 Machine Learning Algorithms Every Engineer Should Know](https://www.dezyre.com/article/top-10-machine-learning-algorithms/202) - Binny Mathews and Omair Aasim |
||||||
|
* [Understanding Machine Learning: From Theory to Algorithms](https://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning) - Shai Shalev-Shwartz, Shai Ben-David |
||||||
|
|
||||||
|
|
||||||
|
### Mathematics |
||||||
|
|
||||||
|
* [A Computational Introduction to Number Theory and Algebra](https://shoup.net/ntb/) - Victor Shoup |
||||||
|
* [A First Course in Complex Analysis](http://math.sfsu.edu/beck/complex.html) - Matthias Beck, Gerald Marchesi, Dennis Pixton, Lucas Sabalka |
||||||
|
* [A First Course in Linear Algebra](http://linear.ups.edu) - Rob Beezer |
||||||
|
* [A Friendly Introduction to Mathematical Logic](https://milneopentextbooks.org/a-friendly-introduction-to-mathematical-logic/) - Christopher C. Leary and Lars Kristiansen |
||||||
|
* [A Gentle Introduction to the Art of Mathematics](https://osj1961.github.io/giam/) - Joseph E. Fields |
||||||
|
* [A Programmer's Introduction to Mathematics](https://pimbook.org) - Jeremy Kun |
||||||
|
* [Abstract Algebra: Theory and Applications](http://abstract.ups.edu) - Tom Judson |
||||||
|
* [Active Calculus](https://scholarworks.gvsu.edu/books/20/) - Matt Boelkins |
||||||
|
* [Advanced Algebra](http://www.math.stonybrook.edu/~aknapp/download/a2-alg-inside.pdf) - Anthony W. Knapp (PDF) |
||||||
|
* [Algebra: Abstract and Concrete](https://homepage.divms.uiowa.edu/~goodman/algebrabook.dir/algebrabook.html) - Frederick Goodman |
||||||
|
* [Algebra: An Elementary Text-Book, Part I (1904)](http://djm.cc/library/Algebra_Elementary_Text-Book_Part_I_Chrystal_edited.pdf) - G. Chrystal (PDF) |
||||||
|
* [Algebra: An Elementary Text-Book, Part II (1900)](http://djm.cc/library/Algebra_Elementary_Text-Book_Part_II_Chrystal_edited02.pdf) - G. Chrystal (PDF) |
||||||
|
* [Algebraic Topology](https://pi.math.cornell.edu/~hatcher/AT/ATpage.html) - Allen Hatcher (PDF) |
||||||
|
* [An Introduction to the Theory of Numbers](http://www.trillia.com/moser-number.html) - Leo Moser (PDF) |
||||||
|
* [Analytic Geometry (1922)](http://djm.cc/library/Analytic_Geometry_Siceloff_Wentworth_Smith_edited.pdf) - Lewis Parker Siceloff, George Wentworth, David Eugene Smith (PDF) |
||||||
|
* [APEX Calculus](https://www.apexcalculus.com) - Gregory Hartman, Brian Heinold, Troy Siemers, and Dimplekumar Chalishajar |
||||||
|
* [Applied Combinatorics](https://rellek.net/book/app-comb.html) - Mitchel T. Keller and William T. Trotter |
||||||
|
* [Applied Discrete Structures](https://faculty.uml.edu/klevasseur/ads2/) - Alan Doerr and Kenneth Levasseur |
||||||
|
* [Basic Algebra](http://www.math.stonybrook.edu/~aknapp/download/b2-alg-inside.pdf) - Anthony W. Knapp (PDF) |
||||||
|
* [Basic Analysis: Introduction to Real Analysis](https://www.jirka.org/ra/) - Jiří Lebl |
||||||
|
* [Basics of Algebra, Topology, and Differential Calculus](http://www.cis.upenn.edu/~jean/math-basics.pdf) (PDF) |
||||||
|
* [Bayesian Methods for Hackers](https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers) - Cameron Davidson-Pilon |
||||||
|
* [Beginning and Intermediate Algebra](http://www.wallace.ccfaculty.org/book/book.html) - Tyler Wallace |
||||||
|
* [Book of Proof](https://www.people.vcu.edu/~rhammack/BookOfProof/) - Richard Hammack [(PDF)](https://www.people.vcu.edu/~rhammack/BookOfProof/Main.pdf) |
||||||
|
* [Calculus](https://ocw.mit.edu/resources/res-18-001-calculus-online-textbook-spring-2005/textbook/) - Gilbert Strang |
||||||
|
* [Calculus I](https://resolver.caltech.edu/CaltechBOOK:1985.001) - Jerrold E. Marsden and Alan Weinstein |
||||||
|
* [Calculus in Context](http://www.math.smith.edu/~callahan/intromine.html) - James Callahan |
||||||
|
* [Calculus Made Easy](http://www.gutenberg.org/ebooks/33283) - Silvanus P. Thompson (PDF) |
||||||
|
* [Category Theory for the Sciences](https://mitpress.ublish.com/ereader/77/?preview#page/Cover) - David I. Spivak |
||||||
|
* [CK-12 Probability and Statistics - Advanced](http://www.ck12.org/book/Probability-and-Statistics---Advanced-%2528Second-Edition%2529/) |
||||||
|
* [CLP-1 Differential Calculus](https://www.math.ubc.ca/~CLP/CLP1/) - Joel Feldman, Andrew Rechnitzer, and Elyse Yeager |
||||||
|
* [CLP-2 Integral Calculus](https://www.math.ubc.ca/~CLP/CLP2/) - Joel Feldman, Andrew Rechnitzer, and Elyse Yeager |
||||||
|
* [CLP-3 Multivariable Calculus](https://www.math.ubc.ca/~CLP/CLP3/) - Joel Feldman, Andrew Rechnitzer, and Elyse Yeager |
||||||
|
* [CLP-4 Vector Calculus](https://www.math.ubc.ca/~CLP/CLP4/) - Joel Feldman, Andrew Rechnitzer, and Elyse Yeager |
||||||
|
* [Collaborative Statistics](http://cnx.org/contents/5e0744f9-9e79-4348-9237-ed012213a2d6%4040.9) |
||||||
|
* [Combinatorics Through Guided Discovery](https://bogart.openmathbooks.org) - Kenneth Bogart |
||||||
|
* [Complex Analysis](https://people.math.gatech.edu/~cain/winter99/complex.html) - George Cain |
||||||
|
* [Computational and Inferential Thinking. The Foundations of Data Science](https://www.inferentialthinking.com) |
||||||
|
* [Computational Geometry](http://web.mit.edu/hyperbook/Patrikalakis-Maekawa-Cho/) |
||||||
|
* [Computational Mathematics with SageMath](http://sagebook.gforge.inria.fr/english.html) - Paul Zimmermann et al. |
||||||
|
* [Concepts & Applications of Inferential Statistics](http://vassarstats.net/textbook/) |
||||||
|
* [Convex Optimization](https://web.stanford.edu/~boyd/cvxbook) - Stephen Boyd and Lieven Vandenberghe |
||||||
|
* [Coordinate Geometry (1911)](http://djm.cc/library/Coordinate_Geometry_Fine_Thompson_edited03.pdf) - Henry Buchard Fine and Henry Dallas Thompson (PDF) |
||||||
|
* [Differential Equations](http://tutorial.math.lamar.edu/Classes/DE/DE.aspx) - Paul Dawkins (PDF, use download menu to download) |
||||||
|
* [Differential Equations (1922)](http://djm.cc/library/Differential_Equations_Phillips_edited.pdf) - H. B. Phillips (PDF) |
||||||
|
* [Discrete Mathematics: An Open Introduction](http://discrete.openmathbooks.org/dmoi3.html) - Oscar Levin |
||||||
|
* [Discrete Mathematics: First and Second Course](https://cseweb.ucsd.edu/~gill/BWLectSite/) - Edward A. Bender and S. Gill Williamson |
||||||
|
* [Elementary Differential Equations](http://ramanujan.math.trinity.edu/wtrench/texts/TRENCH_DIFF_EQNS_I.PDF) - William F. Trench (PDF) |
||||||
|
* [Elementary Differential Equations (with Boundary Value Problems)](https://digitalcommons.trinity.edu/mono/9/) - William F. Trench |
||||||
|
* [Elementary Number Theory: Primes, Congruences, and Secrets](https://wstein.org/ent/) - William Stein |
||||||
|
* [Elementary Real Analysis](https://www.classicalrealanalysis.info/com/Elementary-Real-Analysis.php) - Brian S. Thomson, Judith B. Bruckner, Andrew M. Bruckner |
||||||
|
* [Elements of Abstract and Linear Algebra](https://www.math.miami.edu/~ec/book/) - E. H. Connell |
||||||
|
* [Elements of Differential and Integral Calculus (1911)](http://djm.cc/library/Elements_Differential_Integral_Calculus_Granville_edited_2.pdf) - William Anthony Granville (PDF) |
||||||
|
* [Essentials of Metaheuristics](http://cs.gmu.edu/~sean/book/metaheuristics/) - Sean Luke |
||||||
|
* [First Course in Algebra (1910)](http://djm.cc/library/First_Algebra_Hawkes_Luby_Touton_edited.pdf) - Herbert E. Hawkes, William A. Luby, Frank C. Touton (PDF) |
||||||
|
* [Foundations of Combinatorics with Applications](https://www.math.ucsd.edu/~ebender/CombText/) - Edward A. Bender and S. Gill Williamson |
||||||
|
* [Foundations of Constructive Probability Theory](https://arxiv.org/pdf/1906.01803.pdf) - Yuen-Kwok Chan (PDF) |
||||||
|
* [Geometry with an Introduction to Cosmic Topology](https://mphitchman.com) - Michael P. Hitchman |
||||||
|
* [Graph Theory](http://compalg.inf.elte.hu/~tony/Oktatas/TDK/FINAL/) |
||||||
|
* [How We Got from There to Here: A Story of Real Analysis](https://milneopentextbooks.org/how-we-got-from-there-to-here-a-story-of-real-analysis/) - Robert Rogers and Eugene Boman |
||||||
|
* [Introduction to Probability](https://www.dartmouth.edu/~chance/teaching_aids/books_articles/probability_book/book.html) - Charles M. Grinstead and J. Laurie Snell |
||||||
|
* [Introduction to Probability and Statistics Spring 2014](http://ocw.mit.edu/courses/mathematics/18-05-introduction-to-probability-and-statistics-spring-2014/) |
||||||
|
* [Introduction to Proofs](http://joshua.smcvt.edu/proofs/) - Jim Hefferon |
||||||
|
* [Introduction to Real Analysis](https://digitalcommons.trinity.edu/mono/7/) - William F. Trench |
||||||
|
* [Introduction to Statistical Thought](http://people.math.umass.edu/~lavine/Book/book.html) - Michael Lavine |
||||||
|
* [Introductory Statistics for the Life and Biomedical Sciences](https://www.openintro.org/book/isrs/) - Julie Vu and David Harrington |
||||||
|
* [Kalman and Bayesian Filters in Python](https://github.com/rlabbe/Kalman-and-Bayesian-Filters-in-Python) |
||||||
|
* [Knapsack Problems - Algorithms and Computer Implementations](http://www.or.deis.unibo.it/knapsack.html) - Silvano Martello and Paolo Toth |
||||||
|
* [Lecture Notes of Linear Algebra](http://home.iitk.ac.in/~psraj/mth102/lecture_notes.html) - Dr. P. Shunmugaraj, IIT Kanpur (PDF) |
||||||
|
* [Lies, Damned Lies, or Statistics: How to Tell the Truth with Statistics](https://www.poritz.net/jonathan/share/ldlos.pdf) - Jonathan A. Poritz (PDF) |
||||||
|
* [Linear Algebra](http://home.iitk.ac.in/~arlal/book/la.pdf) - Dr. Arbind K Lal, Sukant Pati (PDF) (:construction: *in process*) |
||||||
|
* [Linear Algebra](https://www.math.ucdavis.edu/~linear/linear-guest.pdf) (PDF) |
||||||
|
* [Linear Algebra](http://joshua.smcvt.edu/linearalgebra/) - Jim Hefferon |
||||||
|
* [Linear Algebra Done Wrong](https://www.math.brown.edu/streil/papers/LADW/LADW.html) - Sergei Treil |
||||||
|
* [Linear Algebra, Infinite Dimensions, and Maple](https://people.math.gatech.edu/~herod/Hspace/Hspace.html) - James Herod |
||||||
|
* [Linear Methods of Applied Mathematics](http://www.mathphysics.com/pde) - Evans M. Harrell II and James V. Herod |
||||||
|
* [Magic Squares and Cubes (1917)](http://djm.cc/library/Magic_Squares_Cubes_Andrews_edited.pdf) - W. S. Anderson (PDF) |
||||||
|
* [Math in Society](https://www.opentextbookstore.com/mathinsociety/) - David Lippman |
||||||
|
* [Mathematical Analysis I](http://www.trillia.com/zakon-analysisI.html) - Elias Zakon |
||||||
|
* [Mathematical Discovery](https://classicalrealanalysis.info/com/Mathematical-Discovery.php) - Andrew M. Bruckner, Brian S. Thomson, and Judith B. Bruckner |
||||||
|
* [Mathematical Logic - an Introduction](http://www.ii.uib.no/~michal/und/i227/book/book.pdf) (PDF) |
||||||
|
* [Mathematical Reasoning: Writing and Proof](https://www.tedsundstrom.com/mathematical-reasoning-3) - Ted Sundstrom |
||||||
|
* [Mathematics, MTH101A](http://home.iitk.ac.in/~psraj/mth101/) - P. Shunmugaraj, IIT Kanpur |
||||||
|
* [Modern Statistics for Modern Biology](https://www.huber.embl.de/msmb) - Susan Holmes and Wolfgang Huber |
||||||
|
* [Multivariable Calculus](https://people.math.gatech.edu/~cain/notes/calculus.html) - George Cain and James Herod |
||||||
|
* [Non-Uniform Random Variate Generation](http://luc.devroye.org/rnbookindex.html) - Luc Devroye (PDF) |
||||||
|
* [Notes on Diffy Qs](https://www.jirka.org/diffyqs/) - Jiří Lebl |
||||||
|
* [Number Theory](https://github.com/holdenlee/number-theory) - Holden Lee MIT |
||||||
|
* [Number Theory: In Context and Interactive](http://math.gordon.edu/ntic/) - Karl-Dieter Crisman |
||||||
|
* [Odds and Ends: Introducing Probability & Decision with a Visual Emphasis](https://jonathanweisberg.org/vip/) - Jonathan Weisberg |
||||||
|
* [Online Statistics Education](http://onlinestatbook.com) - David Lane |
||||||
|
* [OpenIntro Statistics](https://www.openintro.org/stat/textbook.php) - David M. Diez, Christopher D. Barr, Mine Çetinkaya-Rundel |
||||||
|
* [ORCCA: Open Resources for Community College Algebra](https://spaces.pcc.edu/pages/viewpage.action?pageId=52729944) - Portland Community College |
||||||
|
* [Ordinary Differential Equations](https://en.wikibooks.org/wiki/Ordinary_Differential_Equations) - Wikibooks |
||||||
|
* [Plane Geometry (1913)](http://djm.cc/library/Plane_Geometry_Wentworth_Smith_edited.pdf) - George Wentworth and David Eugene Smith (PDF) |
||||||
|
* [Planes and Spherical Trigonometry (1915)](http://djm.cc/library/Plane_Spherical_Trigonometry_Wentworth_Smith_edited_2.pdf) - George Wentworth and David Eugene Smith (PDF) |
||||||
|
* [Precalculus](https://stitz-zeager.com) - Carl Stitz and Jeff Zeager [(PDF)](https://stitz-zeager.com/szprecalculus07042013.pdf) |
||||||
|
* [Probability and Statistics Cookbook](http://statistics.zone) |
||||||
|
* [Probability and Statistics EBook](http://wiki.stat.ucla.edu/socr/index.php/Probability_and_statistics_EBook) |
||||||
|
* [Probability: Lectures and Labs](https://www.markhuberdatascience.org/probability-textbook) - Mark Huber |
||||||
|
* [Recreations in Math](http://djm.cc/library/Recreations_in_Mathematics_Licks_edited.pdf) - H. E. Licks (PDF) |
||||||
|
* [Sage for Undergraduates](http://www.gregorybard.com/books.html) - Gregory Bard |
||||||
|
* [Second Course in Algebra](http://djm.cc/library/Second_Algebra_Hawkes_Luby_Touton_edited.pdf) - Herbert E. Hawkes, William A. Luby, Frank C. Touton (PDF) |
||||||
|
* [Seven Sketches in Compositionality: An Invitation to Applied Category Theory](https://arxiv.org/pdf/1803.05316.pdf) - Brendan Fong and David I. Spivak (PDF) |
||||||
|
* [Statistical Thinking for the 21st Century](https://statsthinking21.org) - Russell A. Poldrack |
||||||
|
* [Statistics Done Wrong](http://www.statisticsdonewrong.com) - Alex Reinhart |
||||||
|
* [SticiGui](https://www.stat.berkeley.edu/~stark/SticiGui/) - Philip Stark |
||||||
|
* [Tea Time Numerical Analysis](https://lqbrin.github.io/tea-time-numerical/) - Leon Q. Brin |
||||||
|
* [The Joy of Cryptography (2020)](https://web.engr.oregonstate.edu/~rosulekm/crypto/) - Mike Rosulek (PDF) (:construction: *in process*) |
||||||
|
* [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/) - Allen B. Downey (using Python) |
||||||
|
* [Vector Calculus](http://www.mecmath.net) - Michael Corral |
||||||
|
* [Yet Another Introductory Number Theory Textbook](https://www.poritz.net/jonathan/share/yaintt.pdf) - Jonathan A. Poritz (PDF) |
||||||
|
|
||||||
|
|
||||||
|
### Mathematics For Computer Science |
||||||
|
|
||||||
|
* [A Mathematical Theory of Communication](https://archive.org/details/bstj27-4-623) - Claude E.Shannon |
||||||
|
* [Discrete Structures for Computer Science: Counting, Recursion, and Probability](http://cglab.ca/~michiel/DiscreteStructures/) - Michiel Smid |
||||||
|
|
||||||
|
|
||||||
|
### Misc |
||||||
|
|
||||||
|
* [10 Keys to Great Landing Pages](https://ithemes.com/wp-content/uploads/downloads/2012/09/10-keys-to-great-landing-pages-eBook.pdf) - iThemes Media (PDF) |
||||||
|
* [2016 European Software Development Salary Survey](https://www.oreilly.com/radar/2016-european-software-development-salary-survey/) |
||||||
|
* [2016 Software Development Salary Survey](https://www.oreilly.com/radar/2016-software-development-salary-survey-report/) |
||||||
|
* [97 Things Every Programmer Should Know - Extended](https://leanpub.com/97-Things-Every-Programmer-Should-Know-Extended) *(Leanpub account or valid email requested)* |
||||||
|
* [A MACHINE MADE THIS BOOK ten sketches of computer science](http://ocaml-book.com/s/popbook.pdf) - JOHN WHITINGTON (PDF) |
||||||
|
* [Ansible Up & Running (first three chapters)](https://www.ansible.com/ebooks) *(account required)* |
||||||
|
* [Asterisk™: The Definitive Guide](http://solmu.org/pub/help/Asterisk/3nd_Edition_for_Asterisk_1.8) |
||||||
|
* [Barcode Overview](http://www.tec-it.com/download/PDF/Barcode_Reference_EN.pdf) (PDF) |
||||||
|
* [Bitcoin and Cryptocurrency Technologies](https://d28rh4a8wq0iu5.cloudfront.net/bitcointech/readings/princeton_bitcoin_book.pdf) - Arvind Narayanan, Joseph Bonneau, Edward Felten, Andrew Miller, Steven Goldfeder (PDF) |
||||||
|
* [Come, Let's Play: Scenario-Based Programming Using Live Sequence Charts](http://www.wisdom.weizmann.ac.il/~playbook/) |
||||||
|
* [Communicating Sequential Processes](http://www.usingcsp.com/cspbook.pdf) - Tony Hoare (PDF) |
||||||
|
* [Confessions of an Unintentional CTO: Lessons in Growing a Web App](http://www.jackkinsella.ie/books/confessions_of_an_unintentional_cto) - Jack Kinsella |
||||||
|
* [Culture \& Empire: Digital Revolution](http://hintjens.com/books) (PDF) |
||||||
|
* [Design With FontForge](http://designwithfontforge.com/en-US/index.html) |
||||||
|
* [Designing Interfaces](http://designinginterfaces.com) - Jennifer Tidwell |
||||||
|
* [DevDocs](http://devdocs.io) - Documents for Developers in 1 place |
||||||
|
* [DevOps For Dummies (IBM Edition)](http://www.ibm.com/ibm/devops/us/en/resources/dummiesbooks/) (PDF) |
||||||
|
* [Digital Signal Processing For Communications](http://www.sp4comm.org) |
||||||
|
* [Digital Signal Processing For Engineers and Scientists](http://www.dspguide.com) |
||||||
|
* [Digital Signal Processing in Python](https://greenteapress.com/wp/think-dsp) - Allen B. Downey |
||||||
|
* ["DYNAMIC LINKED LIBRARIES": Paradigms of the GPL license in contemporary software](http://www.lulu.com/shop/http://www.lulu.com/shop/luis-enr%C3%ADquez-a/dynamic-linked-libraries-paradigms-of-the-gpl-license-in-contemporary-software/ebook/product-21419788.html) - Luis A. Enríquez |
||||||
|
* [Essential Image Optimization](https://images.guide) - Addy Osmani |
||||||
|
* [Foundations of Programming](http://openmymind.net/FoundationsOfProgramming.pdf) (PDF) |
||||||
|
* [Getting Real](https://basecamp.com/books/getting-real) - Basecamp, 37signals ([HTML](https://basecamp.com/gettingreal), [PDF](https://basecamp.com/gettingreal/getting-real.pdf)) |
||||||
|
* [Google Maps API Succinctly](https://www.syncfusion.com/ebooks/google_maps_api_succinctly) - Mark Lewin |
||||||
|
* [Hacknot: Essays on Software Development](http://www.lulu.com/shop/ed-johnson/hacknot-essays-on-software-development/ebook/product-17544641.html) - Ed Johnson |
||||||
|
* [Hello SDL](https://lazyfoo.net/tutorials/SDL) - Lazy Foo' Productions |
||||||
|
* [High-Performance Scientific Computing](https://andreask.cs.illinois.edu/Teaching/HPCFall2012) (class lectures and slides) |
||||||
|
* [Holm School (You Might Learn Something) - How to Teach Yourself To Be A Computer Scientist for Hamiltons a Month](https://ryheimat.github.io/holm-school) - Ryhen Holm |
||||||
|
* [HoloLens Succinctly](https://www.syncfusion.com/ebooks/hololens_succinctly) - Lars Klint |
||||||
|
* [How Computers Work](http://www.fastchip.net/howcomputerswork/p1.html) - R. Young |
||||||
|
* [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) (PDF) |
||||||
|
* [How to Think Like a Computer Scientist](http://openbookproject.net/thinkcs/) - Peter Wentworth, Jeffrey Elkner, Allen B. Downey, and Chris Meyers |
||||||
|
* [Image Processing in C: Analyzing and Enhancing Digital Images](http://homepages.inf.ed.ac.uk/rbf/BOOKS/PHILLIPS/) - Dwayne Phillips |
||||||
|
* [Information Technology and the Networked Economy](http://florida.theorangegrove.org/og/file/49843a6a-9a9d-4bad-b4d4-d053f9cdf73e/1/InfoTechNetworkedEconomy.pdf) (PDF) |
||||||
|
* [Introduction to Scientific Programming in C++ and Fortran](https://web.corral.tacc.utexas.edu/CompEdu/pdf/isp/EijkhoutIntroSciProgramming-book.pdf) - Victor Eijkhout (PDF) |
||||||
|
* [IRPF90 Fortran code generator](https://www.gitbook.com/book/scemama/irpf90/details) - Anthony Scemama |
||||||
|
* [Learn Programming](https://progbook.org) - Antti Salonen |
||||||
|
* [Learn to Program](https://pine.fm/LearnToProgram/) |
||||||
|
* [Learning 30 Technologies in 30 Days: A Developer Challenge](https://blog.openshift.com/learning-30-technologies-in-30-days-a-developer-challenge/) - Shekhar Gulati |
||||||
|
* [Linked Data Patterns: A pattern catalogue for modelling, publishing, and consuming Linked Data](http://patterns.dataincubator.org/book/) - Leigh Dodds, Ian Davis |
||||||
|
* [Magic Ink: Information Software and The Graphical Interface](http://worrydream.com/#!/MagicInk) - Bret Victor |
||||||
|
* [Mastering Bitcoin - Unlocking digital currencies](https://github.com/bitcoinbook/bitcoinbook) - Andreas M. Antonopoulos |
||||||
|
* [Mobile Developer's Guide to the Galaxy](https://leanpub.com/mobiledevelopersguide) *(Leanpub account or valid email requested)* |
||||||
|
* [Modeling Reactive Systems with Statecharts](http://www.wisdom.weizmann.ac.il/~harel/reactive_systems.html) |
||||||
|
* [MSIX Succinctly](https://www.syncfusion.com/ebooks/msix-succinctly) - Matteo Pagani |
||||||
|
* [Networks, Crowds, and Markets: Reasoning About a Highly Connected World](http://www.cs.cornell.edu/home/kleinber/networks-book/) |
||||||
|
* [Object-Oriented Reengineering Patterns](http://win.ua.ac.be/~sdemey/) - Serge Demeyer, Stéphane Ducasse and Oscar Nierstrasz |
||||||
|
* [Open Government; Collaboration, Transparency, and Participation in Practice](https://github.com/oreillymedia/open_government) - Daniel Lathrop, Laurel Ruma |
||||||
|
* [PDQ: Pretty Darn Quick: An Agile, All-Purpose Methodology](https://leanpub.com/PDQ) - Jeff Franz-Lien *(Leanpub account or valid email requested)* |
||||||
|
* [Philosophy of Computer Science](http://www.cse.buffalo.edu/~rapaport/Papers/phics.pdf) (PDF) |
||||||
|
* [Playtime with Hyperledger Composer](https://schadokar.dev/ebooks/playtime-with-hyperledger-composer/) - Shubham Chadokar (PDF) |
||||||
|
* [PNG: The Definitive Guide](http://www.libpng.org/pub/png/book/) |
||||||
|
* [Pointers And Memory](http://cslibrary.stanford.edu/102/PointersAndMemory.pdf) (PDF) |
||||||
|
* [Principles of Computer System Design](http://ocw.mit.edu/resources/res-6-004-principles-of-computer-system-design-an-introduction-spring-2009/online-textbook/part_ii_open_5_0.pdf) (PDF) |
||||||
|
* [Programming with Unicode](http://unicodebook.readthedocs.org) |
||||||
|
* [Real-World Maintainable Software](https://www.oreilly.com/ideas/real-world-maintainable-software) - Abraham Marin-Perez |
||||||
|
* [Record-Playback Test Automation: Sahi & Selenium IDE: Critical Evaluation of Record-Playback Automation Tools](https://leanpub.com/manualToAutomatedWithSeleniumIDEAndSahi) - Shashikant Jagtap *(Leanpub account or valid email requested)* |
||||||
|
* [Scientific Programming and Computer Architecture](https://divakarvi.github.io/bk-spca/spca.html) - Divakar Viswanath |
||||||
|
* [Signal Computing: Digital Signals in the Software Domain](http://faculty.washington.edu/stiber/pubs/Signal-Computing/Signal%20Computing.pdf) - Michael Stiber, Bilin Zhang Stiber, Eric C. Larson (PDF) |
||||||
|
* [Small Memory Software](http://www.smallmemory.com/book.html) |
||||||
|
* [Web Almanac](https://almanac.httparchive.org/static/pdfs/web_almanac_2019_en.pdf) (PDF) |
||||||
|
* [Writing Native Mobile Apps in a Functional Language Succinctly](https://www.syncfusion.com/ebooks/writing_native_mobile_apps_in_a_functional_language_succinctly) - Vassili Kaplan |
||||||
|
|
||||||
|
|
||||||
|
### MOOC |
||||||
|
|
||||||
|
* [Coursera](https://www.coursera.org) |
||||||
|
* [edX](https://www.edx.org) |
||||||
|
* [freeCodeCamp](https://www.freecodecamp.org) |
||||||
|
* [FutureLearn](https://www.futurelearn.com) |
||||||
|
* [MIT OCW](http://ocw.mit.edu) |
||||||
|
* [NPTEL](https://onlinecourses.nptel.ac.in) |
||||||
|
* [openHPI](https://open.hpi.de) |
||||||
|
* [openSAP](https://open.sap.com) |
||||||
|
* [Platzi](https://courses.platzi.com) |
||||||
|
* [Udacity](https://www.udacity.com) |
||||||
|
|
||||||
|
|
||||||
|
### Networking |
||||||
|
|
||||||
|
* [An Introduction to Computer Networks](http://intronetworks.cs.luc.edu) (HTML, PDF, Kindle) |
||||||
|
* [Bits, Signals, and Packets: An Introduction to Digital Communications and Networks](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-02-introduction-to-eecs-ii-digital-communication-systems-fall-2012/readings/) |
||||||
|
* [Code Connected vol.1](http://hintjens.wdfiles.com/local--files/main%3Afiles/cc1pe.pdf) (PDF) (book on ZeroMQ) |
||||||
|
* [Computer Networking : Principles, Protocols and Practice](http://cnp3book.info.ucl.ac.be/1st/html/index.html) (HTML, ePub, PDF, Kindle) |
||||||
|
* [Computer Networks: A Systems Approach](https://book.systemsapproach.org) - Larry Peterson and Bruce Davie (HTML, epub, mobi, PDF) |
||||||
|
* [Distributed systems for fun and profit](http://book.mixu.net/distsys/single-page.html) |
||||||
|
* [High-Performance Browser Networking](https://hpbn.co) - Ilya Grigorik |
||||||
|
* [How HTTPS Works](https://howhttps.works) - DNSimple |
||||||
|
* [HTTP Succinctly, Syncfusion](https://www.syncfusion.com/resources/techportal/ebooks/http) (PDF, Kindle) (email address *requested*, not required) |
||||||
|
* [HTTP2 Explained](http://daniel.haxx.se/http2/) - Daniel Stenberg |
||||||
|
* [Introduction to HTTP](https://launchschool.com/books/http) - Launch School |
||||||
|
* [IPv6 for IPv4 Experts](https://sites.google.com/site/yartikhiy/home/ipv6book) - Yar Tikhiy (PDF) |
||||||
|
* [Kafka, The definitive Guide](https://assets.confluent.io/m/1b509accf21490f0/original/20170707-EB-Confluent_Kafka_Definitive-Guide_Complete.pdf) - Neha Narkhede (PDF) |
||||||
|
* [Network Science](http://networksciencebook.com) - Albert-Laszló Barabási |
||||||
|
* [The TCP/IP Guide](http://www.tcpipguide.com/free/t_toc.htm) |
||||||
|
* [Understanding IP Addressing: Everything you ever wanted to know](http://pages.di.unipi.it/ricci/501302.pdf) (PDF) |
||||||
|
* [ZeroMQ Guide](http://zguide.zeromq.org/page%3Aall) |
||||||
|
|
||||||
|
|
||||||
|
### Open Source Ecosystem |
||||||
|
|
||||||
|
* [Data Journalism Handbook](http://datajournalismhandbook.org) |
||||||
|
* [Free as in Freedom: Richard Stallman and the free software revolution](https://archive.org/details/faif-2.0) - Sam Williams (PDF) |
||||||
|
* [Free for All](https://unglue.it/work/136445/) - Peter Wayner |
||||||
|
* [Free Software, Free Society: Selected Essays of Richard M. Stallman](http://shop.fsf.org/product/free-software-free-society-2/) |
||||||
|
* [Getting Started with InnerSource](http://www.oreilly.com/programming/free/getting-started-with-innersource.csp) (email address *requested*, not required) |
||||||
|
* [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) |
||||||
|
* [GitLab Handbook](https://about.gitlab.com/handbook/) |
||||||
|
* [How to get started with open source](https://opensource.com/resources/ebook/how-get-started-open-source) (ePub & ODT) |
||||||
|
* [Innovation Happens Elsewhere](http://dreamsongs.com/IHE/IHE.html) - Ron Goldman, Richard P. Gabriel |
||||||
|
* [Introduction to Networking](https://do1.dr-chuck.net/net-intro/EN_us/net-intro.pdf) - Charles Severance (PDF) |
||||||
|
* [Open Advice: FOSS: What We Wish We Had Known When We Started](http://open-advice.org) |
||||||
|
* [Open source in Brazil](https://www.oreilly.com/ideas/open-source-in-brazil) - Andy Oram |
||||||
|
* [Producing Open Source Software](http://producingoss.com) - Karl Fogel |
||||||
|
* [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 Art of Community](http://artofcommunityonline.org/Art_of_Community_Second_Edition.pdf) - Jono Bacon (PDF) |
||||||
|
* [The Cathedral and the Bazaar](http://www.catb.org/esr/writings/cathedral-bazaar/) - Eric S. Raymond |
||||||
|
* [The Future of the Internet](http://futureoftheinternet.org) - Jonathan Zittrain |
||||||
|
* [The Open Source Way](http://www.theopensourceway.org/book/) |
||||||
|
* [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 |
||||||
|
|
||||||
|
* [A short introduction to operating systems (2001)](http://markburgess.org/os/os.pdf) - Mark Burgess (PDF) |
||||||
|
* [Computer Science from the Bottom Up](http://www.bottomupcs.com) |
||||||
|
* [How to Make a Computer Operating System](https://github.com/SamyPesse/How-to-Make-a-Computer-Operating-System) (:construction: *in process*) |
||||||
|
* [How to write a simple operating system in assembly language](http://mikeos.sourceforge.net/write-your-own-os.html) - Mike Saunders (HTML) |
||||||
|
* [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) - Dominic Giampaolo (PDF) |
||||||
|
* [Project Oberon: The Design of an Operating System, a Compiler, and a Computer](http://people.inf.ethz.ch/wirth/ProjectOberon/index.html) - Niklaus Wirth & Jürg Gutknecht (PDF) |
||||||
|
* [The Art of Unix Programming](http://catb.org/esr/writings/taoup/html/) - Eric S. Raymond |
||||||
|
* [The Design and Implementation of the Anykernel and Rump Kernels](http://www.fixup.fi/misc/rumpkernel-book/) - Antti Kantee |
||||||
|
* [The little book about OS development](https://littleosbook.github.io) - Erik Helin, Adam Renberg |
||||||
|
* [The Little Book of Semaphores](http://greenteapress.com/semaphores/) - Allen B. Downey |
||||||
|
* [Think OS: A Brief Introduction to Operating Systems](http://www.greenteapress.com/thinkos/index.html) - Allen B. Downey (PDF) |
||||||
|
* [UNIX Application and System Programming, lecture notes](http://www.compsci.hunter.cuny.edu/~sweiss/course_materials/unix_lecture_notes.php) - Prof. Stewart Weiss (PDF) |
||||||
|
* [Writing a Simple Operating System from Scratch](http://www.cs.bham.ac.uk/~exr/lectures/opsys/10_11/lectures/os-dev.pdf) - Nick Blundell (PDF) |
||||||
|
* [Xv6, a simple Unix-like teaching operating system](https://pdos.csail.mit.edu/6.828/2012/xv6.html) |
||||||
|
|
||||||
|
|
||||||
|
### Parallel Programming |
||||||
|
|
||||||
|
* [High Performance Computing](http://cnx.org/contents/bb821554-7f76-44b1-89e7-8a2a759d1347%405.2) - Charles Severance & Kevin Dowd (PDF, ePUB) |
||||||
|
* [High Performance Computing Training](https://web.archive.org/web/20170702124132/https://hpc.llnl.gov/training/tutorials) (LLNL materials) |
||||||
|
* [High-Performance Scientific Computing](https://andreask.cs.illinois.edu/Teaching/HPCFall2012) (class lectures and slides) |
||||||
|
* [Introduction to High-Performance Scientific Computing](http://pages.tacc.utexas.edu/~eijkhout/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?](https://www.kernel.org/pub/linux/kernel/people/paulmck/perfbook/perfbook.html) - Paul E. McKenney |
||||||
|
* [Programming on Parallel Machines; GPU, Multicore, Clusters and More](http://heather.cs.ucdavis.edu/parprocbook) - Norm Matloff |
||||||
|
Kerridge (PDF) (email address *requested*, not required) |
||||||
|
* [The OpenCL Programming Book](https://us.fixstars.com/products/opencl/book/OpenCLProgrammingBook/contents/) |
||||||
|
* [Using Concurrency and Parallelism Effectively – I](http://bookboon.com/en/using-concurrency-and-parallelism-effectively-i-ebook) - Jon Kerridge (PDF) (email address *requested*, not required) |
||||||
|
* [Using Concurrency and Parallelism Effectively – II](http://bookboon.com/en/using-concurrency-and-parallelism-effectively-ii-ebook) - Jon |
||||||
|
|
||||||
|
|
||||||
|
### Partial Evaluation |
||||||
|
|
||||||
|
* [Partial Evaluation and Automatic Program Generation](http://www.itu.dk/people/sestoft/pebook/) - (PDF) Jones, Gomard and Sestoft |
||||||
|
|
||||||
|
|
||||||
|
### Professional Development |
||||||
|
|
||||||
|
* [Clean Code Developer: An initiative for more professionalism in software development](https://www.gitbook.com/book/ccd_school/clean-code-developer-com/details) (:construction: *in process*) |
||||||
|
* [Confessions of an IT Manager](https://www.red-gate.com/library/confessions-of-an-it-manager) - Phil Factor (PDF) |
||||||
|
* [Don't Just Roll the Dice](https://www.red-gate.com/library/dont-just-roll-the-dice) - Neil Davidson (PDF) |
||||||
|
* [How to Do What You Love & Earn What You’re Worth as a Programmer](https://leanpub.com/dowhatyoulove/read) - Reginald Braithwaite |
||||||
|
* [Professional Software Development For Students](https://mixmastamyk.bitbucket.io/pro_soft_dev/intro.html) - Mike G. Miller |
||||||
|
* [What I've Learned From Failure](https://leanpub.com/shippingsoftware/read) - Reginald Braithwaite |
||||||
|
|
||||||
|
|
||||||
|
### Programming Paradigms |
||||||
|
|
||||||
|
* [Flow based Programming](http://jpaulmorrison.com/fbp/) - J Paul Morrison |
||||||
|
* [Introduction to Functional Programming](http://www.cl.cam.ac.uk/teaching/Lectures/funprog-jrh-1996/) - J. Harrison |
||||||
|
* [Making Sense of Stream Processing](https://assets.confluent.io/m/2a60fabedb2dfbb1/original/20190307-EB-Making_Sense_of_Stream_Processing_Confluent.pdf) - Martin Kleppmann (PDF) |
||||||
|
* [Mostly Adequate Guide to Functional Programming](https://mostly-adequate.gitbooks.io/mostly-adequate-guide/content/) - Mostly Adequate Core Team |
||||||
|
* [The Pure Function Pipeline Data Flow v3.0 ---- the Grand Unified Programming Theory](https://github.com/linpengcheng/PurefunctionPipelineDataflow) - Lin Pengcheng |
||||||
|
* [Type Theory and Functional Programming](https://www.cs.kent.ac.uk/people/staff/sjt/TTFP/) |
||||||
|
|
||||||
|
|
||||||
|
### Regular Expressions |
||||||
|
|
||||||
|
* [JavaScript RegExp](https://learnbyexample.github.io/learn_js_regexp/) - Sundeep Agarwal |
||||||
|
* [Python re(gex)?](https://learnbyexample.github.io/py_regular_expressions/) - Sundeep Agarwal |
||||||
|
* [Regular Expressions for Regular Folk](https://refrf.shreyasminocha.me) - Shreyas Minocha |
||||||
|
* [RexEgg](http://www.rexegg.com) |
||||||
|
* [Ruby Regexp](https://learnbyexample.github.io/Ruby_Regexp/) - Sundeep Agarwal |
||||||
|
* [The 30 Minute Regex Tutorial](http://www.codeproject.com/Articles/9099/The-Minute-Regex-Tutorial) - Jim Hollenhorst |
||||||
|
* [The Bastards Book of Regular Expressions: Finding Patterns in Everyday Text](https://leanpub.com/bastards-regexes) - Dan Nguyen *(Leanpub account or valid email requested)* |
||||||
|
|
||||||
|
|
||||||
|
### Reverse Engineering |
||||||
|
|
||||||
|
* [BIOS Disassembly Ninjutsu Uncovered 1st Edition](http://bioshacking.blogspot.co.uk/2012/02/bios-disassembly-ninjutsu-uncovered-1st.html) - Darmawan Salihun (PDF) |
||||||
|
* [Hacking the Xbox: An Introduction to Reverse Engineering](https://www.nostarch.com/xboxfree/) - Andrew "bunnie" Huang |
||||||
|
* [iOS App Reverse Engineering](https://github.com/iosre/iOSAppReverseEngineering) (PDF) |
||||||
|
* [Reverse Engineering for Beginners](http://beginners.re) - Dennis Yurichev (PDF) |
||||||
|
|
||||||
|
|
||||||
|
### Search Engines |
||||||
|
|
||||||
|
* [Elasticsearch: The Definitive Guide](https://www.elastic.co/guide/en/elasticsearch/guide/current/index.html) ([fork it on GH](https://github.com/elastic/elasticsearch-definitive-guide)) |
||||||
|
* [Solr for newbies workshop (2019)](https://github.com/hectorcorrea/solr-for-newbies) - Hector Correa ([PDF](https://github.com/hectorcorrea/solr-for-newbies/blob/master/tutorial.pdf)) |
||||||
|
|
||||||
|
|
||||||
|
### Security |
||||||
|
|
||||||
|
* [A Graduate Course in Applied Cryptography](http://toc.cryptobook.us) |
||||||
|
* [Crypto 101 - Crypto for everyone](https://www.crypto101.io) |
||||||
|
* [CryptoParty Handbook](https://unglue.it/work/141611/) |
||||||
|
* [Handbook of Applied Cryptography](http://cacr.uwaterloo.ca/hac/index.html) |
||||||
|
* [How HTTPS works](https://howhttps.works) - dnsimple |
||||||
|
* [How to deal with Passwords](https://github.com/MHM5000/pass) |
||||||
|
* [Intrusion Detection Systems with Snort](http://ptgmedia.pearsoncmg.com/images/0131407333/downloads/0131407333.pdf) (PDF) |
||||||
|
* [OpenSSL Cookbook](https://www.feistyduck.com/library/openssl-cookbook/) |
||||||
|
* [OWASP Mobile Security Testing Guide](https://mobile-security.gitbook.io/mobile-security-testing-guide/) - Bernhard Mueller et al. |
||||||
|
* [OWASP Testing Guide 4.0](https://www.owasp.org/images/1/19/OTGv4.pdf) (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 |
||||||
|
|
||||||
|
* [Agile Planning: From Ideas to Story Cards](https://launchschool.com/books/agile_planning) - Launch School |
||||||
|
* [Architectural Styles and the Design of Network-based Software Architectures](http://www.ics.uci.edu/~fielding/pubs/dissertation/top.htm) - Roy Thomas Fielding |
||||||
|
* [Best Kept Secrets of Peer Code Review](http://smartbear.com/lp/ebook/collaborator/secrets-of-peer-code-review/) |
||||||
|
* [Building Secure & Reliable Systems](https://static.googleusercontent.com/media/landing.google.com/en//sre/static/pdf/Building_Secure_and_Reliable_Systems.pdf) - Heather Adkins, Betsy Beyer, Paul Blankinship, Piotr Lewandowski, Ana Oprea & Adam Stubblefield (PDF) |
||||||
|
* [Data-Oriented Design](http://www.dataorienteddesign.com/dodmain/dodmain.html) |
||||||
|
* [Developing Reactive Microservices](https://info.lightbend.com/COLL-20XX-Developing-Reactive-Microservices_Landing-Page.html) (email address *requested*, not required) |
||||||
|
* [Domain Driven Design Quickly](http://www.infoq.com/minibooks/domain-driven-design-quickly) |
||||||
|
* [Domain-Driven Design: The First 15 Years. Essays from the DDD community](https://dddeurope.com/15years/) - Domain-Driven Design Europe ([HTML, PDF, ePub](https://leanpub.com/ddd_first_15_years/)) *(Leanpub account or valid email requested)* |
||||||
|
* [DSL Engineering: Designing, Implementing and Using Domain-Specific Languages](http://dslbook.org) - Markus Voelter |
||||||
|
* [Exploring CQRS and Event Sourcing](https://docs.microsoft.com/en-us/previous-versions/msp-n-p/jj554200(v=pandp.10)) - Dominic Betts, Julián Domínguez, Grigori Melnik, Mani Subramanian, Fernando Simonazzi ([EPUB, PDF](http://www.microsoft.com/en-us/download/details.aspx?id=34774) - [code samples](http://go.microsoft.com/fwlink/p/?linkid=258571)) |
||||||
|
* [Guide to the Software Engineering Body of Knowledge](https://www.computer.org/education/bodies-of-knowledge/software-engineering/v3) (email adddress *requested*) |
||||||
|
* [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) |
||||||
|
* [Kanban for skeptics](https://leanpub.com/kanbanforskeptics) - Nick Oostvogels *(Leanpub account or valid email requested)* |
||||||
|
* [Microservices AntiPatterns and Pitfalls](https://www.oreilly.com/programming/free/files/microservices-antipatterns-and-pitfalls.pdf) (PDF) |
||||||
|
* [Microservices vs. Service-Oriented Architecture](https://www.oreilly.com/programming/free/files/microservices-vs-service-oriented-architecture.pdf) (PDF) |
||||||
|
* [Migrating to Cloud-Native Application Architectures](https://developers.redhat.com/books/migrating-microservice-databases-relational-monolith-distributed-data/) (email address *requested*) (PDF) |
||||||
|
* [Naked objects](http://downloads.nakedobjects.net/resources/Pawson%20thesis.pdf) - Richard Pawson (PDF) |
||||||
|
* [OAuth - The Big Picture](https://pages.apigee.com/oauth-big-picture-ebook.html) (email address *requested*) |
||||||
|
* [Object-Oriented Reengineering Patterns](http://scg.unibe.ch/download/oorp/) - S. Demeyer, S. Ducasse and O. Nierstrasz |
||||||
|
* [Practicing Domain-Driven Design - Part 1](https://leanpub.com/Practicing-DDD) - Scott Millett *(Leanpub account or valid email requested)* |
||||||
|
* [Reactive Microservices Architecture](https://www.lightbend.com/ebooks/reactive-microservices-architecture-design-principles-for-distributed-systems-oreilly) (email address *requested*) |
||||||
|
* [Reactive Microsystems: The Evolution of Microservices at Scale](https://www.lightbend.com/ebooks/reactive-microsystems-evolution-of-microservices-scalability-oreilly) (email address *requested*) |
||||||
|
* [Scrum and XP from the Trenches](http://www.infoq.com/minibooks/scrum-xp-from-the-trenches-2) |
||||||
|
* [Serverless apps: Architecture, patterns, and Azure implementation](https://docs.microsoft.com/en-us/dotnet/standard/serverless-architecture/) |
||||||
|
* [Serverless Design Patterns and Best Practices](https://www.packtpub.com/free-ebooks/serverless-design-patterns-and-best-practices) - Brian Zambrano (Packt account *required*) |
||||||
|
* [Shape Up - Stop Running in Circles and Ship Work that Matters](https://basecamp.com/shapeup) - Ryan Singer (PDF) |
||||||
|
* [Site Reliability Engineering](https://landing.google.com/sre/book/index.html) |
||||||
|
* [Software Architecture Patterns](http://www.oreilly.com/programming/free/software-architecture-patterns.csp) (email address *requested*, not required) |
||||||
|
* [Software Engineering for Internet Applications](http://philip.greenspun.com/seia/) |
||||||
|
* [Source Making Design Patterns and UML](https://sourcemaking.com/design_patterns) |
||||||
|
* [Test Driven Development, Extensive Tutorial](https://github.com/grzesiek-galezowski/tdd-ebook) - Grzegorz Gałęzowski |
||||||
|
* [The Site Reliability Workbook](https://landing.google.com/sre/workbook/toc/) - Betsy Beyer, Niall Richard Murphy, David K. Rensin, Kent Kawahara and Stephen Thorne |
||||||
|
* [Web API Design](https://pages.apigee.com/rs/apigee/images/api-design-ebook-2012-03.pdf) - Brian Mulloy (PDF) |
||||||
|
* [Working with Web APIs](https://launchschool.com/books/working_with_apis) - Launch School |
||||||
|
* [Your API Is Bad](https://leanpub.com/yourapiisbad/read) - Paddy Foran |
||||||
|
|
||||||
|
|
||||||
|
### Standards |
||||||
|
|
||||||
|
* [Linux Standard Base](http://refspecs.linuxfoundation.org/lsb.shtml) |
||||||
|
* [UNIX - The POSIX Standard - IEEE Std 1003.1](https://github.com/geoff-codes/posix-standard) |
||||||
|
|
||||||
|
|
||||||
|
### Theoretical Computer Science |
||||||
|
|
||||||
|
* [Building Blocks for Theoretical Computer Science](http://mfleck.cs.illinois.edu/building-blocks/index.html) - Margaret M. Fleck |
||||||
|
* [Category Theory for Computing Science](http://www.tac.mta.ca/tac/reprints/articles/22/tr22.pdf) (PDF) |
||||||
|
* [Category Theory for Programmers](https://github.com/hmemcpy/milewski-ctfp-pdf) - Bartosz Milewski (PDF) |
||||||
|
* [Design of a Programmer](https://www.smashwords.com/books/view/639609) - Prakash Hegade (PDF) |
||||||
|
* [Homotopy Type Theory: Univalent Foundations of Mathematics](http://homotopytypetheory.org/book/) (PDF) |
||||||
|
* [Introduction to Computer Science](http://www.cse.iitd.ernet.in/~suban/CSL102/) - Prof. Subhashis Banerjee, IIT Delhi |
||||||
|
* [Introduction to Computing](http://www.computingbook.org) |
||||||
|
* [Introduction to Theory of Computation](http://cglab.ca/~michiel/TheoryOfComputation/) - Anil Maheshwari and Michiel Smid (PDF) |
||||||
|
* [Models of Computation](http://cs.brown.edu/people/jes/book/) - John E. Savage |
||||||
|
* [Practical Foundations for Programming Languages, Preview](https://www.cs.cmu.edu/~rwh/pfpl/2nded.pdf) - Robert Harper (PDF) |
||||||
|
* [Principles of Programming Languages](https://web.archive.org/web/20150418034451/http://www.cs.jhu.edu/~scott/pl/book/dist/) - Scott F. Smith |
||||||
|
* [Programming and Programming Languages](https://papl.cs.brown.edu/2019/) - Shriram Krishnamurthi |
||||||
|
* [Programming in Martin-Löf's Type Theory](http://www.cse.chalmers.se/research/group/logic/book/) - Bengt Nordstroem |
||||||
|
* [Programming Languages: Application and Interpretation (2nd Edition)](http://cs.brown.edu/~sk/Publications/Books/ProgLangs/) - Shriram Krishnamurthi |
||||||
|
* [Programming Languages: Theory and Practice](http://people.cs.uchicago.edu/~blume/classes/aut2008/proglang/text/offline.pdf) - Robert Harper (PDF) |
||||||
|
* [Semantics with Applications: A Formal Introduction](http://www.cs.ru.nl/~herman/onderwijs/semantics2019/wiley.pdf) - Hanne Riis Nielson, Flemming Nielson (PDF) |
||||||
|
* [Structure and Interpretation of Computer Programs](https://mitpress.mit.edu/sicp/) |
||||||
|
* [Structure and Interpretation of Computer Programs](http://sarabander.github.io/sicp/html/index.xhtml) |
||||||
|
* [The Black Art of Programming](http://self.gutenberg.org/wplbn0002828847-the-black-art-of-programming-by-mcilroy-mark.aspx?) - Mark McIlroy |
||||||
|
* [The Craft of Programming](https://kilthub.cmu.edu/articles/The_Craft_of_Programming/6610514) - John C. Reynolds |
||||||
|
* [Think Complexity](https://greenteapress.com/wp/think-complexity-2e/) - - Allen B. Downey (2nd Edition) (PDF, HTML) |
||||||
|
|
||||||
|
|
||||||
|
### Web Performance |
||||||
|
|
||||||
|
* [Book of Speed](http://www.bookofspeed.com) - Stoyan Stefanov |
||||||
|
* [Designing for Performance](http://designingforperformance.com) - Lara Hogan |
||||||
|
* [High Performance Accelerated Websites](https://thisisyuu.github.io/ebook) - Anshul (HTML) (:construction: *in process*) |
||||||
|
* [High Performance Browser Networking](https://hpbn.co) - Ilya Grigorik |
||||||
|
* [Mature Optimization](http://carlos.bueno.org/optimization/mature-optimization.pdf) - Carlos Bueno (PDF) |
||||||
|
|
||||||
|
|
||||||
|
### Web Services |
||||||
|
|
||||||
|
* [RESTful Web Services](http://restfulwebapis.org/RESTful_Web_Services.pdf) (PDF) |
||||||
|
|
||||||
|
|
||||||
|
### Workflow |
||||||
|
|
||||||
|
* [Declare Peace on Virtual Machines. A guide to simplifying vm-based development on a Mac](https://leanpub.com/declarepeaceonvms/read) |
||||||
|
|
||||||
Loading…
Reference in new issue