{"id":12226,"date":"2015-01-10T15:05:31","date_gmt":"2015-01-10T15:05:31","guid":{"rendered":"http:\/\/atif.unaldi.org\/blog\/2015\/01\/10\/buyuk-veri-de-ne-ola-ki\/"},"modified":"2015-01-10T15:05:31","modified_gmt":"2015-01-10T15:05:31","slug":"buyuk-veri-de-ne-ola-ki","status":"publish","type":"post","link":"https:\/\/atif.unaldi.org\/blog\/2015\/01\/10\/buyuk-veri-de-ne-ola-ki\/","title":{"rendered":"B\u00fcy\u00fck veri de ne ola ki?"},"content":{"rendered":"<p><a href=\"https:\/\/atifunaldi.files.wordpress.com\/2015\/01\/img_3011.gif\"><img decoding=\"async\" src=\"https:\/\/atifunaldi.files.wordpress.com\/2015\/01\/img_3011.gif\" alt=\"2015\/01\/img_3011.gif\" class=\"alignnone size-full\" \/><\/a><br \/>\nSal\u0131 g\u00fcn\u00fc bir organizasyonun planlamas\u0131 i\u00e7in g\u00fcn\u00fcbirlik Antalya\u2019ya gittim. Ancak g\u00fcn i\u00e7inde \u0130stanbul\u2019dan gelen kar haberi, Pegasus\u2019un u\u00e7u\u015fu iptali, bizi \u201ckar y\u00fcz\u00fcnden Antalya\u2019da mahsur\u201d b\u0131rakt\u0131. Allah\u2019tan Antalya\u2019da e\u015fimiz, dostumuz \u00e7ok da bu durumda b\u00fcy\u00fck bir rahats\u0131zl\u0131k ya\u015famad\u0131k. Ak\u015fam Akdeniz Reklamc\u0131lar Derne\u011fi ba\u015fkan\u0131 Necdet Alkandemir ve \u015fehrin \u00f6nemli ajanslar\u0131ndan Graphx\u2019in orta\u011f\u0131 Cihan \u0130\u015fba\u015f\u0131\u2019n\u0131n misafiriydik.<br \/>\nSabah ise ilk u\u00e7akla d\u00f6nmek istedik. Malum Antalya havaalan\u0131 \u015fehre yak\u0131n. Hatta Denizli g\u00f6z\u00f6n\u00fcne al\u0131n\u0131rsa \u015fehrin i\u00e7inde bile diyebiliriz. Yolda giderken, bu kar mahrumiyetine nas\u0131l yakaland\u0131\u011f\u0131ma hay\u0131flan\u0131yor bunu dostlar\u0131ma anlat\u0131yordum. Ayn\u0131 g\u00fcn i\u00e7indeki ve bir haftad\u0131r tarif edilen kar ya\u011f\u0131\u015f\u0131n\u0131 nas\u0131l farketmedi\u011fime. Sohbetlerin birinde elimde 30 y\u0131ll\u0131k hava durumu tahmini varken dedi\u011fim anda sabah\u0131n o saati olmas\u0131na ra\u011fmen taksi sof\u00f6r\u00fcn\u00fcn beni kelime kelime takip etti\u011fini anlad\u0131m. Bir anda dostlar\u0131mla konu\u015fmama ald\u0131rmadan s\u00f6ze direkt girdi \u201cabi nas\u0131l 30 y\u0131ll\u0131k hava raporu. Olur mu \u00f6yle \u015fey?\u201d dedi. Kendi kendine s\u00f6ylenmeye ba\u015flad\u0131 \u201cyanl\u0131\u015ft\u0131r o, olmaz \u00f6yle 30 y\u0131l filan\u201d&#8230; Ben de da\u011f\u0131lm\u0131\u015ft\u0131m. \u015eimdi nas\u0131l anlatacakt\u0131m, hava tahmini k\u0131sa vadede bulutlar\u0131 izleyerek ancak uzun vadede ge\u00e7mi\u015fe d\u00f6n\u00fck verileri inceleyerek yap\u0131ld\u0131\u011f\u0131n\u0131.Elinde y\u00fcz hatta daha uzun s\u00fcrelik veriler olan kurumlar\u0131n bu bilgileri de\u011ferlendirip bir algoritma geli\u015ftirdiklerini, geli\u015ftiren algoritman\u0131n hava durumu tahminlerini y\u00fczde 84 oran\u0131nda do\u011fru \u015fekilde s\u00f6yledi\u011fini, ge\u00e7mi\u015fi bilince gelece\u011fi de tahmin etmenin kolayla\u015ft\u0131\u011f\u0131n\u0131, bunun bir tahminden \u00f6te oldu\u011funu, istatistik biliminin asl\u0131nda bu sayede farkl\u0131la\u015ft\u0131\u011f\u0131n\u0131. Nas\u0131l anlatacakt\u0131m bilemedim.<br \/>\nAsl\u0131nda anlatmayaba\u015flay\u0131nca, tek anlat\u0131lmas\u0131 gereken bu da de\u011fildi. Eskiden yapay zeka programlar\u0131n\u0131n gelen veriye g\u00f6re plan yapt\u0131klar\u0131n\u0131, ancak hani matrix filminde Neo\u2019nun \u201cKung Fu biliyorum\u201d dedi\u011fi sahne gibi ( https:\/\/www.youtube.com\/watch?v=6vMO3XmNXe4 ) , anl\u0131k veri transferini alan ve onlar\u0131 analiz edip sonu\u00e7lar\u0131n\u0131 hayat\u0131na sim\u00fcle eden robotlar\u0131n \u00e7\u0131kt\u0131\u011f\u0131n\u0131. ( http:\/\/tinyurl.com\/atifunaldi-com-tr1 ). Hatta IBM taraf\u0131ndan ba\u015flat\u0131lan Watson projesi sayesinde bu yeni yapay zekalar\u0131n bilgiden ba\u011f\u0131ms\u0131z bir \u00f6\u011frenme tekni\u011fi elde ettiklerini. Bu sayede kategori ba\u011f\u0131ms\u0131z verilen her bilgiyi \u00f6\u011frenen bu algoritmalar\u0131n gelecek \u00e7a\u011fda bizim akl\u0131m\u0131za gelen her soruya cevap verebileceklerini. Bunlar\u0131 nas\u0131l anlatabilirdim bilmiyorum.<br \/>\nAkl\u0131ma tek bir y\u00f6ntem geldi. \u00d6nce bu hava tahmini yapan sitenin adresini s\u00f6yledim. Devam\u0131nda ise ona bu konular\u0131 merak ederse ara\u015ft\u0131rmas\u0131 gerekti\u011fini s\u00f6yledim. Bana ara\u015ft\u0131rmaya nereden ba\u015flamas\u0131 gerekti\u011fini sordu\u011funda ise ona \u201cb\u00fcy\u00fck veri\u201d yaz ve hayat\u0131m\u0131z\u0131 nas\u0131l de\u011fi\u015ftirece\u011fini g\u00f6r dedim. Merak edenlere b\u00fcy\u00fck verinin hayat\u0131m\u0131z\u0131 nas\u0131l de\u011fi\u015ftirece\u011finin en iyi \u00f6rne\u011fi \u201chttp:\/\/www.weathertrends360.com\u201d adresini vermek isterim.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Sal\u0131 g\u00fcn\u00fc bir organizasyonun planlamas\u0131 i\u00e7in g\u00fcn\u00fcbirlik Antalya\u2019ya gittim. Ancak g\u00fcn i\u00e7inde \u0130stanbul\u2019dan gelen kar haberi, Pegasus\u2019un u\u00e7u\u015fu iptali, bizi \u201ckar y\u00fcz\u00fcnden Antalya\u2019da mahsur\u201d b\u0131rakt\u0131. Allah\u2019tan Antalya\u2019da e\u015fimiz, dostumuz \u00e7ok da bu durumda b\u00fcy\u00fck bir&#8230;<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[],"class_list":["post-12226","post","type-post","status-publish","format-standard","hentry","category-yurt-gazetesi"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>B\u00fcy\u00fck veri de ne ola ki? - At\u0131f \u00dcnald\u0131 | Yaz\u0131lar ve Yay\u0131n Ar\u015fivi<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/atif.unaldi.org\/blog\/2015\/01\/10\/buyuk-veri-de-ne-ola-ki\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"B\u00fcy\u00fck veri de ne ola ki? - At\u0131f \u00dcnald\u0131 | Yaz\u0131lar ve Yay\u0131n Ar\u015fivi\" \/>\n<meta property=\"og:description\" content=\"Sal\u0131 g\u00fcn\u00fc bir organizasyonun planlamas\u0131 i\u00e7in g\u00fcn\u00fcbirlik Antalya\u2019ya gittim. Ancak g\u00fcn i\u00e7inde \u0130stanbul\u2019dan gelen kar haberi, Pegasus\u2019un u\u00e7u\u015fu iptali, bizi \u201ckar y\u00fcz\u00fcnden Antalya\u2019da mahsur\u201d b\u0131rakt\u0131. 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Ancak g\u00fcn i\u00e7inde \u0130stanbul\u2019dan gelen kar haberi, Pegasus\u2019un u\u00e7u\u015fu iptali, bizi \u201ckar y\u00fcz\u00fcnden Antalya\u2019da mahsur\u201d b\u0131rakt\u0131. Allah\u2019tan Antalya\u2019da e\u015fimiz, dostumuz \u00e7ok da bu durumda b\u00fcy\u00fck bir...","og_url":"https:\/\/atif.unaldi.org\/blog\/2015\/01\/10\/buyuk-veri-de-ne-ola-ki\/","og_site_name":"At\u0131f \u00dcnald\u0131 | Yaz\u0131lar ve Yay\u0131n Ar\u015fivi","article_publisher":"https:\/\/www.facebook.com\/atifunaldi","article_author":"https:\/\/www.facebook.com\/atifunaldi","article_published_time":"2015-01-10T15:05:31+00:00","og_image":[{"url":"https:\/\/atifunaldi.files.wordpress.com\/2015\/01\/img_3011.gif","type":"","width":"","height":""}],"author":"Atif Unaldi","twitter_card":"summary_large_image","twitter_creator":"@https:\/\/twitter.com\/atifunaldi","twitter_site":"@atifunaldi","twitter_misc":{"Yazan:":"Atif Unaldi","Tahmini okuma s\u00fcresi":"3 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/atif.unaldi.org\/blog\/2015\/01\/10\/buyuk-veri-de-ne-ola-ki\/#article","isPartOf":{"@id":"https:\/\/atif.unaldi.org\/blog\/2015\/01\/10\/buyuk-veri-de-ne-ola-ki\/"},"author":{"name":"Atif Unaldi","@id":"https:\/\/atif.unaldi.org\/blog\/#\/schema\/person\/608ed42ecbda2bc5cfdb767ac1db479b"},"headline":"B\u00fcy\u00fck veri de ne ola ki?","datePublished":"2015-01-10T15:05:31+00:00","mainEntityOfPage":{"@id":"https:\/\/atif.unaldi.org\/blog\/2015\/01\/10\/buyuk-veri-de-ne-ola-ki\/"},"wordCount":548,"publisher":{"@id":"https:\/\/atif.unaldi.org\/blog\/#\/schema\/person\/608ed42ecbda2bc5cfdb767ac1db479b"},"image":{"@id":"https:\/\/atif.unaldi.org\/blog\/2015\/01\/10\/buyuk-veri-de-ne-ola-ki\/#primaryimage"},"thumbnailUrl":"https:\/\/atifunaldi.files.wordpress.com\/2015\/01\/img_3011.gif","articleSection":["- Yurt Gazetesi"],"inLanguage":"tr"},{"@type":"WebPage","@id":"https:\/\/atif.unaldi.org\/blog\/2015\/01\/10\/buyuk-veri-de-ne-ola-ki\/","url":"https:\/\/atif.unaldi.org\/blog\/2015\/01\/10\/buyuk-veri-de-ne-ola-ki\/","name":"B\u00fcy\u00fck veri de ne ola ki? 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