Son d\u00f6nemde internete dayal\u0131 uzaktan \u00f6\u011fretim gibi y\u00f6ntemlerin yayg\u0131nla\u015fmas\u0131, \u00f6zellikle e-\u00f6\u011frenme alan\u0131nda bahsi ge\u00e7en geli\u015fmeler \u0131\u015f\u0131\u011f\u0131nda baz\u0131 yeni tekniklerin kullan\u0131lmas\u0131n\u0131 beraberinde getirmi\u015ftir. Bu y\u00f6ntem ve tekniklerin \u00f6nemli bir k\u0131sm\u0131 do\u011fal olarak bilgisayar bilimlerinden aktar\u0131lm\u0131\u015ft\u0131r. Bu kitab\u0131n ba\u015fl\u0131\u011f\u0131n\u0131 olu\u015fturan iki ana kavram da, bilgisayar bilimlerinin farkl\u0131 alanlar\u0131nda \u00e7ok \u00e7e\u015fitli uygulamalar\u0131 olan iki yakla\u015f\u0131m\u0131n, e\u011fitim bilimlerine birer e\u011fitim teknolojisi olarak kazand\u0131r\u0131lmalar\u0131 akademik hayat\u0131m\u0131za girmi\u015ftir. Veri madencili\u011fi, b\u00fcy\u00fck veri y\u0131\u011f\u0131nlar\u0131ndaki karma\u015f\u0131k ili\u015fkileri anlayabilmemizi sa\u011flayan bir\u00e7ok tekni\u011fi bar\u0131nd\u0131r\u0131r. E\u011fitsel veri madencili\u011fi ise bu ili\u015fkileri anlamland\u0131rabilmemizi sa\u011flamakla kalmay\u0131p, \u00f6\u011frenmeye ve \u00f6\u011fretmeye ili\u015fkin \u00f6nemli bulgular\u0131 da beraberinde getirmektedir. Bu y\u00f6n\u00fcyle klasik veri madencili\u011finin \u201ce\u011fitimle ili\u015fkili\u201d verilere uygulanmas\u0131 bi\u00e7imindeki ham tan\u0131m\u0131ndan olduk\u00e7a uzakla\u015fan bu kavram, zamanla t\u00fcm\u00fcyle yeni bir ara\u015ft\u0131rma alan\u0131n\u0131n do\u011fmas\u0131na \u00f6nc\u00fcl\u00fck etmi\u015ftir. <\/p>\n","protected":false},"excerpt":{"rendered":"
Son d\u00f6nemde internete dayal\u0131 uzaktan \u00f6\u011fretim gibi y\u00f6ntemlerin yayg\u0131nla\u015fmas\u0131, \u00f6zellikle e-\u00f6\u011frenme alan\u0131nda bahsi ge\u00e7en geli\u015fmeler \u0131\u015f\u0131\u011f\u0131nda baz\u0131 yeni tekniklerin kullan\u0131lmas\u0131n\u0131 beraberinde getirmi\u015ftir. Bu y\u00f6ntem ve tekniklerin [\u2026]<\/span><\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0},"product_brand":[],"product_cat":[12573,12566],"product_tag":[],"class_list":{"0":"post-726900","1":"product","2":"type-product","3":"status-publish","5":"product_cat-akademik-kitaplar","6":"product_cat-egitim","7":"pa_cilt-ciltsiz","8":"pa_tur-kitap","9":"pa_yayinevi-ani-yayincilik","10":"pa_yazar-ani-yayincilik-kolektif","12":"first","13":"instock","14":"sale","15":"shipping-taxable","16":"purchasable","17":"product-type-simple"},"_links":{"self":[{"href":"https:\/\/roveyayinevi.com.tr\/index.php\/wp-json\/wp\/v2\/product\/726900","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/roveyayinevi.com.tr\/index.php\/wp-json\/wp\/v2\/product"}],"about":[{"href":"https:\/\/roveyayinevi.com.tr\/index.php\/wp-json\/wp\/v2\/types\/product"}],"wp:attachment":[{"href":"https:\/\/roveyayinevi.com.tr\/index.php\/wp-json\/wp\/v2\/media?parent=726900"}],"wp:term":[{"taxonomy":"product_brand","embeddable":true,"href":"https:\/\/roveyayinevi.com.tr\/index.php\/wp-json\/wp\/v2\/product_brand?post=726900"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/roveyayinevi.com.tr\/index.php\/wp-json\/wp\/v2\/product_cat?post=726900"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/roveyayinevi.com.tr\/index.php\/wp-json\/wp\/v2\/product_tag?post=726900"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}