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@@ -355,7 +355,6 @@ Original Source: [Free Programming books](http://stackoverflow.com/revisions/392
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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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* [AI Algorithms, Data Structures, and Idioms in Prolog, Lisp, and Java](http://wps.aw.com/wps/media/objects/5771/5909832/PDF/Luger_0136070477_1.pdf) - George F. Luger, William A Stubblefield
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* [An Introduction to Statistical Learning](http://www-bcf.usc.edu/~gareth/ISL/) - Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani
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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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* [Gaussian Processes for Machine Learning](http://www.gaussianprocess.org/gpml/)
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* [Inductive Logic Programming](http://www-ai.ijs.si/SasoDzeroski/ILPBook/)
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@@ -399,9 +398,7 @@ Original Source: [Free Programming books](http://stackoverflow.com/revisions/392
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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, MTS 101A](http://home.iitk.ac.in/~psraj/mth101/) - P. Shunmugaraj, IIT Kanpur
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* [Notes on Differential Equations](http://www.math.cornell.edu/~bterrell/dn.pdf) - Robert E. Terrell
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-* [Number Theory](http://web.mit.edu/~holden1/www/math/number-theory.pdf) (PDF)
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-* [Numerical Methods](http://www.iitg.ac.in/kartha/CE601-14/CourseSchedule.htm),2014 - Dr. Suresh A. Kartha, IIT, Guwahati
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-* [Numerical Methods](ihttp://www.iitg.ac.in/kartha/CE601/LectureSlides.htm),2012 - Dr. Suresh A. Karmtha, IIT, Guwahati
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+* [Number Theory](https://github.com/holdenlee/number-theory) - Holden Lee MIT
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* [OpenIntro Statistics](http://www.openintro.org/stat/textbook.php)
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* [Ordinary Differential Equations](http://en.wikibooks.org/wiki/Ordinary_Differential_Equations)
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* [Power Programming with Mathematica](http://mathematica.stackexchange.com/questions/16485/are-you-interested-in-purchasing-david-wagners-power-programming-with-mathemat/22724) - David B. Wagner
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@@ -420,7 +417,7 @@ Original Source: [Free Programming books](http://stackoverflow.com/revisions/392
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#### Misc
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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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+* [A Mathematical Theory of Communication](http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6773024) 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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* [Barcode Overview](http://www.tec-it.com/download/PDF/Barcode_Reference_EN.pdf)
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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)
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