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The Elements of Statistical Learninghttps://web.stanford.edu/~hastie/Papers/ESLII.pdftextbooksmachine-learningdata-miningalgorithmsstatistics
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The space complexity of approximating the frequency momentshttp://www.cs.princeton.edu/courses/archive/spring04/cos598B/bib/alonMS.pdftextbooksalgorithmsbig-data
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The space complexity of approximating the frequency momentshttp://www.cs.princeton.edu/courses/archive/spring04/cos598B/bib/alonMS.pdfpapersalgorithmsbig-data
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Near-Optimal Hashing Algorithms for Approximate Nearest Neighbor in High Dimensionshttp://pages.di.unipi.it/ferragina/dott2014/lsh.pdfpapersalgorithmsbig-data
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An Improved Data Stream Summary: The Count-Min Sketch and its Applicationshttp://dimacs.rutgers.edu/~graham/pubs/papers/cm-full.pdfpapersalgorithmsbig-data
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Data Scientist: The Sexiest Job of the 21st Centuryhttps://hbr.org/2012/10/data-scientist-the-sexiest-job-of-the-21st-centuryreadingsdata-science
@@ -163,10 +163,10 @@ Tracing the Trajectory of Skill Learning With a Very Large Sample of Online Game
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The human emotional brain without sleep - a prefrontal amygdala disconnecthttps://walkerlab.berkeley.edu/reprints/Yoo-Walker_CurrBiol_2007.pdfpaperspsychologysleep
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Simon Says Don’t Use Flashcardshttps://well.blogs.nytimes.com/2012/08/23/simon-says-dont-use-flashcards/readingspsychologyhuman-learning
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Somnus Inventa Center for Human Sleep Sciencehttps://www.humansleepscience.com/websitespsychologyneurosciencesleep
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Google Style Guideshttps://google.github.io/styleguide/readingsbest-practicescomputer-programming
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Google Style Guideshttps://google.github.io/styleguide/readingsbest-practicescomputer-programming
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The NumPy array: a structure for efficient numerical computationhttps://arxiv.org/pdf/1102.1523.pdfpaperscomputer-programmingpythonnumpy
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Introduction to the Theory of Computationhttps://theswissbay.ch/pdf/Book/Introduction%20to%20the%20theory%20of%20computation_third%20edition%20-%20Michael%20Sipser.pdftextbookscomputer-science
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How to solve it - A new Aspect of Mathematical Methodhttps://math.hawaii.edu/home/pdf/putnam/PolyaHowToSolveIt.pdfbookmathematicsproblem-solving
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How to solve it - A new Aspect of Mathematical Methodhttps://math.hawaii.edu/home/pdf/putnam/PolyaHowToSolveIt.pdfbooksmathematicsproblem-solving
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The Road to Reality, A Complete Guide to The Laws of The Universehttps://archive.org/stream/RoadToRealityRobertPenrose/road%20to%20reality-robert%20penrose_djvu.txttextbooksmathematicsphysics
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Interpreting Mathematics in Physics: Charting the Applications of SU(2) in 20th Century Physicshttps://arxiv.org/pdf/physics/0605012.pdfpapersmathematicsphysics
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List of important publications in theoretical computer sciencehttps://en.wikipedia.org/wiki/List_of_important_publications_in_theoretical_computer_sciencereadingscomputer-science
@@ -176,8 +176,8 @@ Tor: The Second-Generation Onion Router https://svn.torproject.org/svn/projects/
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Incentives Build Robustness in BitTorrenthttp://bittorrent.org/bittorrentecon.pdfpapersdistributed-systems
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Chord: A Scalable Peer-to-peer Lookup Service for Internet Applicationhttp://nms.csail.mit.edu/papers/chord.pdfpapersdistributed-systems
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The Akamai Network: A Platform for High-Performance Internet Applicationshttps://www.cs.rutgers.edu/~rmartin/teaching/fall15/papers/arch2/cdn.pdfpapersdistributed-systems
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The Part-Time Parliamenthttps://lamport.azurewebsites.net/pubs/lamport-paxos.pdfpapersdistributed-systemsalgorithm
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Paxos Made Simplehttps://lamport.azurewebsites.net/pubs/paxos-simple.pdfpapersdistributed-systemsalgorithm
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The Part-Time Parliamenthttps://lamport.azurewebsites.net/pubs/lamport-paxos.pdfpapersdistributed-systemsalgorithms
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Paxos Made Simplehttps://lamport.azurewebsites.net/pubs/paxos-simple.pdfpapersdistributed-systemsalgorithms
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A Simpler Proof for Paxos and Fast Paxoshttp://wwwusers.di.uniroma1.it/~mei/SistemiDistribuiti/Schedule_files/fastpaxosfordummies.pdfpapersdistributed-systemsalgorithms
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The PageRank Citation Ranking: Bringing Order to the Webhttps://www.cis.upenn.edu/~mkearns/teaching/NetworkedLife/pagerank.pdfpapersinformation-retrievalalgorithms
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The Stationary Distribution of a Markov Chain https://piazza-resources.s3.amazonaws.com/izdx3b2pxs84nl/j1pw8wbajdgd2/markovChains.pdf?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=ASIAR6AWVCBX7UFLF3NP%2F20180910%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20180910T175657Z&X-Amz-Expires=10800&X-Amz-SignedHeaders=host&X-Amz-Security-Token=FQoGZXIvYXdzEOL%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaDCR4XbzjXnzDaDhCZCK3A3aQa7VL%2FLbT1A4aSdWtyD%2FaCivJncPGxWdvYQe7Zj1c85PExALGO83c1A2XDuXF8rU5YugLlloRGh%2B2SlTiWaWG%2Frr6PdWaINWRkOjolU03YPuTXHnTj7sGji9qEe%2FGDXHtGMWQfZtzuyy600p4qlQWt2FCBmpJ7gpW5syC%2FmAJeZwpVATYM3W128nluRWdYejrfBOLagefMDGQjHe8SjgKLCi0Gr6X4%2BR%2F7DXTwASTZnYKT1iu46Z9F2V6zVj2%2F1zhzb6%2F%2FsxScapc5YlYpT3u1XZkiW2lScHD5OyVbymbQK68h65jP0ZftNerdIvQ8Bj7oOVyxsjrW%2F6knC83ge1akUbsRIuACgU1AtrmlaWTpETxHO9LPP3IJ6mjaMQrjnoVuHMo0ykkat7WZe1YlK%2FVfgURPHQXUMTT3mjY9ex%2F%2FvmzN80X%2BiQp6BdA9fLi2KZIInkzoNuOw4wiYYWFoFaQ6fBAVp6ie9hVQcwvpdFOrm1tv%2FRPdRxxFsJwTjg9ANZYiN7UYvgtJTeE%2FlbBghoXtzzgN24lpoGXEqGnVHOsbPMvJxJpougM8OkPn0qNYvcNIBsqt3Mo3sHa3AU%3D&X-Amz-Signature=4de71946287f0fd51b40efbfd41b789f050dd4437cdbb603b595fc9660deddfb readings mathematics algorithms
Building Software Systems at Google and Lessons Learnedhttps://static.googleusercontent.com/media/research.google.com/en//people/jeff/Stanford-DL-Nov-2010.pdfreadingssoftware-engineering
Type Theory and Functional Programminghttps://www.cs.kent.ac.uk/people/staff/sjt/TTFP/textbookscomputer-sciencelogic
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Writing a Simple Operating System - from Scratchhttp://www.cs.bham.ac.uk/%7Eexr/lectures/opsys/10_11/lectures/os-dev.pdftextbooksoperative-systemscomputer-programming
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Writing a Simple Operating System - from Scratchhttp://www.cs.bham.ac.uk/%7Eexr/lectures/opsys/10_11/lectures/os-dev.pdftextbooksoperating-systemscomputer-programming
Book of Proofhttp://www.people.vcu.edu/%7Erhammack/BookOfProof/textbooksmathematicslogic
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How to prove ithttp://users.metu.edu.tr/serge/courses/111-2011/textbook-math111.pdftextbooksmathematicslogic
@@ -205,3 +205,7 @@ Specifying Behavioural Features of Design Patterns in First Order Logic https://
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Formalising Design Patterns in Predicate Logichttp://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.727.6857&rep=rep1&type=pdfpaperssoftware-engineeringlogic
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How Computers Work - Processor and Main Memoryhttp://www.fastchip.net/howcomputerswork/bookbpdf.pdfreadingsoperating-systemscomputer-architectureelectronics
Bran's Kernel Development - A tutorial on writing kernelshttp://www.osdever.net/bkerndev/Docs/intro.htmreadingscomputer-programmingoperating-systemslinux
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Roll your own toy UNIX-clone OShttp://www.jamesmolloy.co.uk/tutorial_html/index.htmlreadingscomputer-programmingoperating-systemslinux
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