{"id":1455,"date":"2025-01-15T12:30:21","date_gmt":"2025-01-15T09:30:21","guid":{"rendered":"https:\/\/kamp.linux.org.tr\/2025-kis\/?page_id=1455"},"modified":"2025-01-16T14:27:58","modified_gmt":"2025-01-16T11:27:58","slug":"python-ile-yapay-zekaya-giris","status":"publish","type":"page","link":"https:\/\/kamp.linux.org.tr\/2025-kis\/kurslar\/python-ile-yapay-zekaya-giris\/","title":{"rendered":"Python ile Yapay Zekaya Giri\u015f"},"content":{"rendered":"\n<p>E\u011fitmenler: <a href=\"https:\/\/kamp.linux.org.tr\/2025-kis\/egitmenler\/armagan-karabina\/\" data-type=\"page\" data-id=\"1710\">Arma\u011fan Karabina<\/a><\/p>\n\n\n\n<p class=\"mb10\"><a class=\"btn btn-lyk\" href=\"https:\/\/kayit.linux.org.tr\/\" target=\"_blank\" rel=\"noreferrer noopener\">Kurslara kay\u0131t olmak i\u00e7in t\u0131klay\u0131n<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Kat\u0131l\u0131mc\u0131lar i\u00e7in \u00f6n-\u015fartlar<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Temel Linux Bilgisi<\/li>\n\n\n\n<li>Temel programlama bilgisi<\/li>\n\n\n\n<li>Lise d\u00fczeyi temel matematik bilgisi<\/li>\n<\/ul>\n\n\n\n<br \/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>E\u011fitim i\u00e7eri\u011fi<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Yapay Zeka Nedir? (Tan\u0131m, K\u0131sa Tarih\u00e7e, Uygulama alanlar\u0131 ve alt kavramlar)<\/li>\n\n\n\n<li>Python ile Yapay Zeka Programlamaya Giri\u015f ( Python kurulumu ve \u00e7al\u0131\u015fma ortam\u0131 olu\u015fturma)<\/li>\n\n\n\n<li>Makine \u00f6\u011freniminin temelleri ( Denetimli \u00d6\u011frenme, Denetimsiz \u00d6\u011frenme, Peki\u015ftirmeli \u00d6\u011frenme)<\/li>\n\n\n\n<li>Scikit-learn ile basit Makine \u00d6\u011frenimi Modelleri kurma<\/li>\n\n\n\n<li>Veri \u00f6n i\u015fleme ve model iyile\u015ftirme teknikleri ( Standartla\u015ft\u0131rma, normalizasyon, say\u0131salla\u015ft\u0131rma, validasyon teknikleri vb.)<\/li>\n\n\n\n<li>Yapay Sinir A\u011flar\u0131 ve Derin \u00d6\u011frenmeye Giri\u015f (Yapay Sinir A\u011flar\u0131n\u0131n temelleri, tek ve \u00e7ok katmanl\u0131 sinir a\u011flar\u0131, ileri ve geri yay\u0131l\u0131m, aksitvasyon fonksiyonlar\u0131)<\/li>\n\n\n\n<li>Derin \u00d6\u011frenme Modelleri, g\u00fc\u00e7l\u00fc ve zay\u0131f yanlar, gereksinimler<\/li>\n\n\n\n<li>Keras ile basit bir Derin \u00d6\u011frenme modeli uygulamas\u0131 ( Kat\u0131l\u0131mc\u0131lar\u0131n ba\u015far\u0131 durumlar\u0131 ve kurs ilerleyi\u015fine g\u00f6re e\u011fitim plan\u0131ndan \u00e7\u0131kar\u0131labilir)<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>E\u011fitmenler: Arma\u011fan Karabina Kurslara kay\u0131t olmak i\u00e7in t\u0131klay\u0131n Kat\u0131l\u0131mc\u0131lar i\u00e7in \u00f6n-\u015fartlar E\u011fitim i\u00e7eri\u011fi<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":362,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1455","page","type-page","status-publish","hentry"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/kamp.linux.org.tr\/2025-kis\/wp-json\/wp\/v2\/pages\/1455","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kamp.linux.org.tr\/2025-kis\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/kamp.linux.org.tr\/2025-kis\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/kamp.linux.org.tr\/2025-kis\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/kamp.linux.org.tr\/2025-kis\/wp-json\/wp\/v2\/comments?post=1455"}],"version-history":[{"count":6,"href":"https:\/\/kamp.linux.org.tr\/2025-kis\/wp-json\/wp\/v2\/pages\/1455\/revisions"}],"predecessor-version":[{"id":1783,"href":"https:\/\/kamp.linux.org.tr\/2025-kis\/wp-json\/wp\/v2\/pages\/1455\/revisions\/1783"}],"up":[{"embeddable":true,"href":"https:\/\/kamp.linux.org.tr\/2025-kis\/wp-json\/wp\/v2\/pages\/362"}],"wp:attachment":[{"href":"https:\/\/kamp.linux.org.tr\/2025-kis\/wp-json\/wp\/v2\/media?parent=1455"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}