{"id":13,"date":"2018-09-16T11:00:35","date_gmt":"2018-09-16T11:00:35","guid":{"rendered":"http:\/\/vargas-solar.com\/data-centric-smart-everything\/?page_id=13"},"modified":"2024-11-03T22:45:06","modified_gmt":"2024-11-03T22:45:06","slug":"bibliography","status":"publish","type":"page","link":"http:\/\/vargas-solar.com\/data-centric-smart-everything\/bibliography\/","title":{"rendered":"BIBLIOGRAPHY"},"content":{"rendered":"<ul>\n<li>Igual, Laura, Segu\u00ed, Santi, Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications, Springer Verlag, 2017 DOI 10.1007\/978-3-319-50017-1<\/li>\n<li>Chen, Li M., Su, Zhixun, Jiang, Bo, Mathematical Problems in Data Science: Theoretical and Practical Methods, Springer, 2015, DOI 10.1007\/978-3-319-25127-1<\/li>\n<li>Steele, Brian, Chandler, John, Reddy, Swarna, Algorithms for Data Science, Springer, 2016, DOI 10.1007\/978-3-319-45797-0<\/li>\n<li>Akerkar, Rajendra, Sajja, Priti Srinivas, Intelligent Techniques for Data Science Springer, 2016, DOI 10.1007\/978-3-319-29206-9<\/li>\n<li>Runkler, Thomas A., Data Analytics, Models and Algorithms for Intelligent Data Analysis, Springer, 2016 DOI 10.1007\/978-3-658-14075-5<\/li>\n<li>Albert-L\u00e1szl\u00f3 Barab\u00e1si, M\u00e1rton P\u00f3sfai, Network Science, Cambridge University Press, 2016, http:\/\/networksciencebook.com<\/li>\n<li>Stratos Idreos et al., The Periodic Table of Data Structures, https:\/\/stratos.seas.harvard.edu\/files\/stratos\/files\/periodictabledatastructures.pdf<\/li>\n<\/ul>\n<h4>Developing Data Engineering Skills<\/h4>\n<ul>\n<li>Data Engineering Cookbook, https:\/\/github.com\/andkret\/Cookbook<\/li>\n<li>Probability Distributions in Data Science, https:\/\/towardsdatascience.com\/probability-distributions-in-data-science-cce6e64873a7<\/li>\n<li>Mathematics for Machine Learning, https:\/\/mml-book.github.io\/book\/mml-book.pdf<\/li>\n<li>The Big Data Textbook, https:\/\/ghislainfourny.github.io\/big-data-textbook\/<\/li>\n<\/ul>\n<h4>Interesting references<\/h4>\n<ul>\n<li>Liu, L. and \u00d6zsu, M.T., 2019. <i>Encyclopedia of database systems<\/i>. New York, NY, USA:: Springer.\u00a0https:\/\/drive.google.com\/file\/d\/1ZvoL8PgJf1SB6hdFrcft0F6ab63mFh1Y\/view<\/li>\n<\/ul>\n<h4>Useful cheat sheets<\/h4>\n<ul>\n<li>SQL Cheat Sheet<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-100\" src=\"http:\/\/vargas-solar.com\/data-centric-smart-everything\/wp-content\/uploads\/sites\/42\/2018\/10\/Untitled.png\" alt=\"\" width=\"1400\" height=\"866\" srcset=\"http:\/\/vargas-solar.com\/data-centric-smart-everything\/wp-content\/uploads\/sites\/42\/2018\/10\/Untitled.png 1400w, http:\/\/vargas-solar.com\/data-centric-smart-everything\/wp-content\/uploads\/sites\/42\/2018\/10\/Untitled-300x186.png 300w, http:\/\/vargas-solar.com\/data-centric-smart-everything\/wp-content\/uploads\/sites\/42\/2018\/10\/Untitled-768x475.png 768w, http:\/\/vargas-solar.com\/data-centric-smart-everything\/wp-content\/uploads\/sites\/42\/2018\/10\/Untitled-1024x633.png 1024w, http:\/\/vargas-solar.com\/data-centric-smart-everything\/wp-content\/uploads\/sites\/42\/2018\/10\/Untitled-624x386.png 624w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/li>\n<li>Python for Data Analytics Cheat Sheets<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-102\" src=\"http:\/\/vargas-solar.com\/data-centric-smart-everything\/wp-content\/uploads\/sites\/42\/2018\/10\/32349868_2066527500038386_2737705874951766016_o.png\" alt=\"\" width=\"1754\" height=\"1240\" srcset=\"http:\/\/vargas-solar.com\/data-centric-smart-everything\/wp-content\/uploads\/sites\/42\/2018\/10\/32349868_2066527500038386_2737705874951766016_o.png 1754w, http:\/\/vargas-solar.com\/data-centric-smart-everything\/wp-content\/uploads\/sites\/42\/2018\/10\/32349868_2066527500038386_2737705874951766016_o-300x212.png 300w, http:\/\/vargas-solar.com\/data-centric-smart-everything\/wp-content\/uploads\/sites\/42\/2018\/10\/32349868_2066527500038386_2737705874951766016_o-768x543.png 768w, http:\/\/vargas-solar.com\/data-centric-smart-everything\/wp-content\/uploads\/sites\/42\/2018\/10\/32349868_2066527500038386_2737705874951766016_o-1024x724.png 1024w, http:\/\/vargas-solar.com\/data-centric-smart-everything\/wp-content\/uploads\/sites\/42\/2018\/10\/32349868_2066527500038386_2737705874951766016_o-624x441.png 624w\" sizes=\"auto, (max-width: 1754px) 100vw, 1754px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-103\" src=\"http:\/\/vargas-solar.com\/data-centric-smart-everything\/wp-content\/uploads\/sites\/42\/2018\/10\/33038917_2074447612579708_6927382782129733632_n.png\" alt=\"\" width=\"619\" height=\"381\" srcset=\"http:\/\/vargas-solar.com\/data-centric-smart-everything\/wp-content\/uploads\/sites\/42\/2018\/10\/33038917_2074447612579708_6927382782129733632_n.png 619w, http:\/\/vargas-solar.com\/data-centric-smart-everything\/wp-content\/uploads\/sites\/42\/2018\/10\/33038917_2074447612579708_6927382782129733632_n-300x185.png 300w\" sizes=\"auto, (max-width: 619px) 100vw, 619px\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Igual, Laura, Segu&iacute;, Santi, Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications, Springer Verlag, 2017 DOI 10.1007\/978-3-319-50017-1 Chen, Li M., Su, Zhixun, Jiang, Bo, Mathematical Problems in Data Science: Theoretical and Practical Methods, Springer, 2015, DOI 10.1007\/978-3-319-25127-1 Steele, Brian, Chandler, John, Reddy, Swarna, Algorithms for Data Science, Springer, 2016, DOI 10.1007\/978-3-319-45797-0 [&hellip;]<\/p>\n","protected":false},"author":11,"featured_media":0,"parent":0,"menu_order":4,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width.php","meta":{"footnotes":""},"class_list":["post-13","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/vargas-solar.com\/data-centric-smart-everything\/wp-json\/wp\/v2\/pages\/13","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/vargas-solar.com\/data-centric-smart-everything\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/vargas-solar.com\/data-centric-smart-everything\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/vargas-solar.com\/data-centric-smart-everything\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"http:\/\/vargas-solar.com\/data-centric-smart-everything\/wp-json\/wp\/v2\/comments?post=13"}],"version-history":[{"count":8,"href":"http:\/\/vargas-solar.com\/data-centric-smart-everything\/wp-json\/wp\/v2\/pages\/13\/revisions"}],"predecessor-version":[{"id":493,"href":"http:\/\/vargas-solar.com\/data-centric-smart-everything\/wp-json\/wp\/v2\/pages\/13\/revisions\/493"}],"wp:attachment":[{"href":"http:\/\/vargas-solar.com\/data-centric-smart-everything\/wp-json\/wp\/v2\/media?parent=13"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}