{"id":1639,"date":"2026-06-05T17:35:15","date_gmt":"2026-06-05T14:35:15","guid":{"rendered":"https:\/\/blog.metu.edu.tr\/caglart\/?p=1639"},"modified":"2026-06-05T17:36:59","modified_gmt":"2026-06-05T14:36:59","slug":"iki-minik-itiraf-2-google-aiye-nanik","status":"publish","type":"post","link":"https:\/\/blog.metu.edu.tr\/caglart\/2026\/06\/05\/iki-minik-itiraf-2-google-aiye-nanik\/","title":{"rendered":"\u0130ki minik itiraf -2-  Google AI\u2019ye nanik"},"content":{"rendered":"<p>Ba\u015fl\u0131ktan da anla\u015f\u0131laca\u011f\u0131 gibi, bu yaz\u0131 \u0130ki minik itiraf -1- https:\/\/blog.metu.edu.tr\/caglart\/2026\/06\/03\/iki-minik-itiraf-1\/ ile ilintilidir.<\/p>\n<p>Ekteki Excel Dosya\u2019da (#1) 0 ile 10 arasindaki de\u011ferlere sahip 100 tane rassal (\u2018pseudorandom\u2019) say\u0131dan olu\u015fma bir zaman serisi mevcuttur. Say\u0131lar, virg\u00fclden sonra iki haneye sahiptir. Dolay\u0131s\u0131 ile, ilgili fiyat ad\u0131m\u0131 1 kuru\u015ftur. Bu say\u0131lar, alttaki grafikte g\u00f6r\u00fclece\u011fi bi\u00e7imde e\u015fda\u011f\u0131l\u0131m (\u2018uniform\u2019) g\u00f6stermektedir.<\/p>\n<p><a href=\"https:\/\/blog.metu.edu.tr\/caglart\/files\/2026\/06\/itiraf2.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-1638\" src=\"https:\/\/blog.metu.edu.tr\/caglart\/files\/2026\/06\/itiraf2-300x180.png\" alt=\"\" width=\"300\" height=\"180\" srcset=\"https:\/\/blog.metu.edu.tr\/caglart\/files\/2026\/06\/itiraf2-300x180.png 300w, https:\/\/blog.metu.edu.tr\/caglart\/files\/2026\/06\/itiraf2.png 480w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<p>\u015eimdiii, bu zaman serisi herhangi bir pay, emtiya vb. ara\u00e7 fiyatlar\u0131n\u0131 g\u00f6steriyor olsayd\u0131, ziyadesiyle ho\u015f ve \u2018trade\u2019 edilmesi bol kazan\u00e7l\u0131 olurdu. Kural basit olurdu; fiyat s\u0131f\u0131ra yak\u0131nken AL, 10\u20ba\u2019ye yak\u0131nken SAT. Komisyon d\u00fc\u015f\u00fck, kald\u0131ra\u00e7 da x10 falan olsayd\u0131, \u015fap\u015fahane olurdu. Ama tabii, ger\u00e7ek fiyatlar\u0131n en d\u00fc\u015f\u00fc\u011f\u00fc ile en y\u00fckse\u011fini saptamak hayli m\u00fc\u015fk\u00fcl.<\/p>\n<p>Peki, b\u00f6yle olsun!<br \/>\nAcaba, ger\u00e7ek fiyatlar\u0131 baz\u0131 matematiksel form\u00fcller yard\u0131m\u0131yla yukar\u0131daki gibi (az \u00e7ok da olsa) yeniden d\u00fczenleyebilir miyiz?<br \/>\nHemen yan\u0131tlayay\u0131m: EVET!<br \/>\nPekiii, fiyatlar\u0131n bu yeniden d\u00fczenlenmi\u015f halinden AL\/SAT i\u015flemleri i\u00e7in yararlanabilir miyiz?<br \/>\nHemen yan\u0131tlayay\u0131m: EVET!<br \/>\nBir soru daha! Yukar\u0131da s\u00f6z\u00fc edilen matematiksel form\u00fcller ve d\u00fczenleme i\u015flemleri nelerdir?<br \/>\n\u0130\u015fte bunu yan\u0131tlamayay\u0131m!<\/p>\n<p>Ama \u015fu kadar\u0131n\u0131 s\u00f6yleyeyim; fiyatlar\u0131 e\u015fda\u011f\u0131l\u0131m g\u00f6sterecek bi\u00e7imde (b\u00f6yle bir s\u00f6zc\u00fck yok ama daha uygunu da yok) \u2018uniformize\u2019 edebilmenin yolunu ancak arayanlar bulabilir!<br \/>\nDahas\u0131, bu i\u015fi AI asla yapamaz! Nanik olsun!<\/p>\n<p>(#1) <a href=\"https:\/\/blog.metu.edu.tr\/caglart\/files\/2026\/06\/itiraf2excel.xlsx\">itiraf2excel<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ba\u015fl\u0131ktan da anla\u015f\u0131laca\u011f\u0131 gibi, bu yaz\u0131 \u0130ki minik itiraf -1- https:\/\/blog.metu.edu.tr\/caglart\/2026\/06\/03\/iki-minik-itiraf-1\/ ile ilintilidir. Ekteki Excel Dosya\u2019da (#1) 0 ile 10 arasindaki de\u011ferlere sahip 100 tane rassal (\u2018pseudorandom\u2019) say\u0131dan olu\u015fma bir zaman serisi mevcuttur. Say\u0131lar, virg\u00fclden sonra iki haneye sahiptir. Dolay\u0131s\u0131 ile, ilgili fiyat ad\u0131m\u0131 1 kuru\u015ftur. Bu say\u0131lar, alttaki grafikte g\u00f6r\u00fclece\u011fi bi\u00e7imde e\u015fda\u011f\u0131l\u0131m (\u2018uniform\u2019) g\u00f6stermektedir. [&hellip;]<\/p>\n","protected":false},"author":1425,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[1],"tags":[],"class_list":["post-1639","post","type-post","status-publish","format-standard","hentry","category-genel"],"_links":{"self":[{"href":"https:\/\/blog.metu.edu.tr\/caglart\/wp-json\/wp\/v2\/posts\/1639","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.metu.edu.tr\/caglart\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.metu.edu.tr\/caglart\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.metu.edu.tr\/caglart\/wp-json\/wp\/v2\/users\/1425"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.metu.edu.tr\/caglart\/wp-json\/wp\/v2\/comments?post=1639"}],"version-history":[{"count":0,"href":"https:\/\/blog.metu.edu.tr\/caglart\/wp-json\/wp\/v2\/posts\/1639\/revisions"}],"wp:attachment":[{"href":"https:\/\/blog.metu.edu.tr\/caglart\/wp-json\/wp\/v2\/media?parent=1639"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.metu.edu.tr\/caglart\/wp-json\/wp\/v2\/categories?post=1639"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.metu.edu.tr\/caglart\/wp-json\/wp\/v2\/tags?post=1639"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}