T\u00fcrkiye\u2019de sermaye piyasalar\u0131 son y\u0131llarda daha geni\u015f bir yat\u0131r\u0131mc\u0131 kitlesine ula\u015f\u0131rken, yat\u0131r\u0131m al\u0131\u015fkanl\u0131klar\u0131 da teknolojiyle birlikte h\u0131zl\u0131 bir d\u00f6n\u00fc\u015f\u00fcm ge\u00e7iriyor. Yat\u0131r\u0131mc\u0131 taban\u0131n\u0131n geni\u015flemesiyle birlikte do\u011fru bilgiye h\u0131zl\u0131 ula\u015fma, veriyi anlamland\u0131rma ve ki\u015fiselle\u015ftirilmi\u015f yat\u0131r\u0131m deneyimi de giderek daha fazla \u00f6nem kazan\u0131yor. Bu d\u00f6n\u00fc\u015f\u00fcmde yapay zek\u00e2 ve algoritma destekli teknolojiler, yat\u0131r\u0131mc\u0131lar\u0131n karar alma s\u00fcre\u00e7lerini destekleyen yeni nesil ara\u00e7lar olarak \u00f6ne \u00e7\u0131k\u0131yor.\u00a0<\/p>\n
Sermaye piyasalar\u0131n\u0131n k\u00f6kl\u00fc kurumlar\u0131ndan Ata Yat\u0131r\u0131m da bu d\u00f6n\u00fc\u015f\u00fcm\u00fcn merkezinde konumlanarak, 35 y\u0131l\u0131 a\u015fk\u0131n piyasa deneyimini teknoloji ve yapay zek\u00e2 ile birle\u015ftiriyor. Kurum, yat\u0131r\u0131mc\u0131lar\u0131n farkl\u0131 kaynaklardan takip etmek zorunda kald\u0131\u011f\u0131 finansal verileri tek bir \u00e7er\u00e7evede anlamland\u0131ran Yapay Zek\u00e2 Analiz \u00fcr\u00fcn\u00fcyle yat\u0131r\u0131mc\u0131lar\u0131 karar s\u00fcre\u00e7lerini g\u00fc\u00e7lendiriyor.<\/p>\n
Yat\u0131r\u0131mc\u0131 say\u0131s\u0131ndaki b\u00fcy\u00fcme, karar s\u00fcre\u00e7lerinde teknoloji kullan\u0131m\u0131n\u0131n \u00f6nemini art\u0131r\u0131yor<\/p>\n
Ata Yat\u0131r\u0131m Co-CEO\u2019su ve Y\u00f6netim Kurulu \u00dcyesi Hamit Can, T\u00fcrkiye\u2019de hisse senedi yat\u0131r\u0131mc\u0131 taban\u0131n\u0131n son y\u0131llarda \u00e7ok h\u0131zl\u0131 bir \u015fekilde geni\u015fledi\u011fine, yat\u0131r\u0131m d\u00fcnyas\u0131na eri\u015fimi art\u0131ran bu durumun ayn\u0131 zamanda yat\u0131r\u0131mc\u0131lar\u0131n karar alma s\u00fcre\u00e7lerini destekleyecek teknolojilerin de \u00f6nemini art\u0131rd\u0131\u011f\u0131n\u0131 s\u00f6yl\u00fcyor. \u00a0Bu kadar k\u0131sa s\u00fcrede b\u00fcy\u00fcyen yat\u0131r\u0131mc\u0131 kitlesinin, yapay zek\u00e2 destekli karar sistemlerinden g\u00fc\u00e7 alarak yat\u0131r\u0131m s\u00fcre\u00e7lerini daha sa\u011fl\u0131kl\u0131 y\u00fcr\u00fctebileceklerine i\u015faret eden Hamit Can s\u00f6zlerini \u015f\u00f6yle s\u00fcrd\u00fcr\u00fcyor: \u201cY\u0131llarca 1 milyon band\u0131nda yatay seyreden hisse senedi yat\u0131r\u0131mc\u0131 taban\u0131, pandemi sonras\u0131 mobil arac\u0131l\u0131k uygulamalar\u0131n\u0131n etkinli\u011finin artmas\u0131 ve art arda gelen halka arzlarla birlikte 6,5-6,8 milyona s\u0131\u00e7rad\u0131. Bu, T\u00fcrkiye sermaye piyasalar\u0131 tarihinde g\u00f6r\u00fclmemi\u015f bir h\u0131zda taban geni\u015flemesi anlam\u0131na geliyor. Fakat bu kadar k\u0131sa s\u00fcrede b\u00fcy\u00fcyen yat\u0131r\u0131mc\u0131 kitlesinin \u00e7o\u011fu, piyasa d\u00f6ng\u00fclerini deneyimlememi\u015f, duygusal karar verme e\u011filimine a\u00e7\u0131k ve bilgiye eri\u015fimi s\u0131n\u0131rl\u0131 yeni yat\u0131r\u0131mc\u0131lardan olu\u015fuyor. Yapay zek\u00e2 destekli karar sistemleri, bu bo\u015flu\u011fu kapatacak en etkili ara\u00e7lardan biri. \u00a0Zaten k\u00fcresel piyasalardaki i\u015flemlerin b\u00fcy\u00fck b\u00f6l\u00fcm\u00fcn\u00fc y\u00f6neten algoritmik sistemler, art\u0131k bireysel yat\u0131r\u0131mc\u0131lar i\u00e7in de eri\u015filebilir hale geliyor. Bu sistemler; haber ve piyasa duyarl\u0131l\u0131\u011f\u0131n\u0131 analiz etmek, yat\u0131r\u0131mc\u0131n\u0131n risk profiline g\u00f6re farkl\u0131 senaryolar olu\u015fturmak ve portf\u00f6y uyar\u0131 mekanizmalar\u0131 olu\u015fturmak gibi bir\u00e7ok i\u015flev sunuyor. Biz de T\u00fcrkiye sermaye piyasalar\u0131nda ileri teknolojiye dayal\u0131 bir\u00e7ok ilki ger\u00e7ekle\u015ftiren bir kurum olan Ata Yat\u0131r\u0131m olarak bu vizyonu s\u00f6zde b\u0131rakmad\u0131k, geli\u015ftirdi\u011fimiz Yapay Zek\u00e2 Analiz \u00fcr\u00fcn\u00fcm\u00fczle yine \u00f6nc\u00fc olduk. Yat\u0131r\u0131mc\u0131lar\u0131m\u0131z\u0131n karar s\u00fcre\u00e7lerini daha da g\u00fc\u00e7lendirmek i\u00e7in \u00fcr\u00fcn\u00fcm\u00fcz\u00fc her ge\u00e7en g\u00fcn daha da geli\u015ftiriyoruz. Hedefimiz, say\u0131ca b\u00fcy\u00fcyen ancak tecr\u00fcbesi hen\u00fcz oturmam\u0131\u015f bu yat\u0131r\u0131mc\u0131 kitlesine, karar an\u0131nda rehberlik eden ve duygusal hareketleri azaltan \u00e7\u00f6z\u00fcmlerde \u00f6nc\u00fcl\u00fck etmek. B\u00f6ylece yat\u0131r\u0131mc\u0131 bilincinin g\u00fc\u00e7lenmesine ve sermaye piyasalar\u0131na kat\u0131l\u0131m\u0131n daha sa\u011fl\u0131kl\u0131 ve kal\u0131c\u0131 bir zemine oturmas\u0131na katk\u0131 sa\u011flayabilece\u011fimize inan\u0131yoruz.\u201d<\/p>\n
Yapay Zek\u00e2 Analiz, farkl\u0131 veri setlerini tek \u00e7er\u00e7evede bulu\u015fturuyor<\/p>\n
Ata Yat\u0131r\u0131m\u2019\u0131n yapay zek\u00e2 yakla\u015f\u0131m\u0131n\u0131n \u00f6nemli bile\u015fenlerinden biri olan Yapay Zek\u00e2 Analiz, yat\u0131r\u0131mc\u0131lar\u0131n farkl\u0131 kaynaklardan takip etmek zorunda kald\u0131\u011f\u0131 verileri Ata Yat\u0131r\u0131m\u2019\u0131n uzmanl\u0131\u011f\u0131yla birle\u015ftirerek anlamland\u0131r\u0131lm\u0131\u015f i\u00e7g\u00f6r\u00fcler sunuyor. \u00dcr\u00fcn; \u015firketlerin finansal tablolar\u0131 ve finansal oranlar\u0131na dayal\u0131 temel analizi, teknik g\u00f6stergelere dayal\u0131 teknik analizi ve haber ak\u0131\u015f\u0131n\u0131 birlikte de\u011ferlendiriyor. B\u00f6ylece yat\u0131r\u0131mc\u0131lar\u0131n \u00e7ok say\u0131da farkl\u0131 analiz ve veri kayna\u011f\u0131 aras\u0131nda zaman kaybetmeden, ihtiya\u00e7 duyduklar\u0131 bilgiyi daha b\u00fct\u00fcnsel bir \u00e7er\u00e7evede de\u011ferlendirmeleri hedefleniyor.\u00a0<\/p>\n
Hamit Can, Yapay Zek\u00e2 Analiz\u2019in temel yakla\u015f\u0131m\u0131n\u0131n yat\u0131r\u0131mc\u0131n\u0131n yerine karar vermek de\u011fil, yat\u0131r\u0131mc\u0131n\u0131n kendi karar\u0131n\u0131 daha g\u00fc\u00e7l\u00fc bir veri setiyle olu\u015fturmas\u0131na destek olmak oldu\u011funu vurguluyor: \u201cYapay Zek\u00e2 Analiz \u00fcr\u00fcn\u00fcm\u00fcz, yat\u0131r\u0131mc\u0131lar\u0131n farkl\u0131 kaynaklardan toplamaya \u00e7al\u0131\u015ft\u0131\u011f\u0131 verileri Ata Yat\u0131r\u0131m\u2019\u0131n uzmanl\u0131\u011f\u0131yla birle\u015ftirerek i\u015flenmi\u015f ve anlamland\u0131r\u0131lm\u0131\u015f i\u00e7g\u00f6r\u00fcler sunma ihtiyac\u0131ndan do\u011fdu. Biz yat\u0131r\u0131mc\u0131ya haz\u0131r bir model portf\u00f6y\u00fc dayatm\u0131yoruz. Yat\u0131r\u0131mc\u0131 isterse kendi portf\u00f6y\u00fcndeki pay senetlerini analiz ettiriyor, isterse bunlar\u0131 ba\u015fka \u015firketlerle kar\u015f\u0131la\u015ft\u0131r\u0131p yorumlatabiliyor. \u0130lk ad\u0131m\u0131n yat\u0131r\u0131mc\u0131dan gelmesi bizim i\u00e7in \u00e7ok k\u0131ymetli. \u00c7\u00fcnk\u00fc burada ama\u00e7 yat\u0131r\u0131mc\u0131n\u0131n kendi karar\u0131n\u0131 destekleyecek bilgiye daha h\u0131zl\u0131 ve anla\u015f\u0131l\u0131r bi\u00e7imde ula\u015fmas\u0131n\u0131 sa\u011flamak\u201d diyor.<\/p>\n
\u0130nsan uzmanl\u0131\u011f\u0131 ve makine h\u0131z\u0131n\u0131 bir araya getiren hibrit model<\/p>\n
Ata Yat\u0131r\u0131m\u2019\u0131n yapay zek\u00e2 yakla\u015f\u0131m\u0131nda insan uzmanl\u0131\u011f\u0131 ile teknoloji birbirini tamamlayan unsurlar olarak ele al\u0131n\u0131yor. Yapay Zek\u00e2 Analiz geli\u015ftirilirken hangi durumda hangi verilerin, finansal oranlar\u0131n ve teknik g\u00f6stergelerin dikkate al\u0131naca\u011f\u0131 Ata Yat\u0131r\u0131m\u2019\u0131n deneyimli ekiplerinin bilgi birikimiyle kurgulan\u0131rken, yaz\u0131l\u0131m ekipleri bu yakla\u015f\u0131m\u0131 teknoloji tabanl\u0131 bir \u00fcr\u00fcne d\u00f6n\u00fc\u015ft\u00fcr\u00fcyor. Bu nedenle ortaya \u00e7\u0131kan model, makinenin h\u0131z ve \u00f6l\u00e7ek avantaj\u0131n\u0131 insan uzmanl\u0131\u011f\u0131n\u0131n deneyimiyle bir araya getiriyor.<\/p>\n
Can, yat\u0131r\u0131m d\u00fcnyas\u0131nda yapay zek\u00e2n\u0131n a\u011f\u0131rl\u0131\u011f\u0131n\u0131n artaca\u011f\u0131n\u0131 ancak bunun insan fakt\u00f6r\u00fcn\u00fcn ortadan kalkt\u0131\u011f\u0131 bir model anlam\u0131na gelmedi\u011fini belirtiyor: \u201cBug\u00fcn geldi\u011fimiz noktada hibrit bir modelimiz var. \u0130nsan akl\u0131 ve tecr\u00fcbesiyle kurgulanm\u0131\u015f, makinenin h\u0131z ve \u00f6l\u00e7ek avantaj\u0131yla \u00e7al\u0131\u015fan bir yap\u0131. Yapay zek\u00e2y\u0131 yat\u0131r\u0131mc\u0131n\u0131n yerine ge\u00e7en bir karar mekanizmas\u0131 olarak g\u00f6rm\u00fcyoruz, onun bak\u0131\u015f a\u00e7\u0131s\u0131n\u0131 geni\u015fleten ve analiz g\u00fcc\u00fcn\u00fc art\u0131ran bir ara\u00e7 olarak g\u00f6r\u00fcyoruz. \u00c7\u00fcnk\u00fc piyasalar yaln\u0131zca verilerden olu\u015fmuyor. De\u011fi\u015fen ko\u015fullar kar\u015f\u0131s\u0131nda insan uzmanl\u0131\u011f\u0131 ve deneyimi de her zaman \u00f6nemini koruyor\u201d ifadelerini kullan\u0131yor.<\/p>\n
Bu yakla\u015f\u0131m\u0131n yat\u0131r\u0131mc\u0131 taraf\u0131nda da kar\u015f\u0131l\u0131k buldu\u011fu g\u00f6r\u00fcl\u00fcyor. Ata Yat\u0131r\u0131m\u2019\u0131n payla\u015ft\u0131\u011f\u0131 verilere g\u00f6re Yapay Zek\u00e2 Analiz\u2019i i\u015flem yapan yat\u0131r\u0131mc\u0131lar\u0131n yakla\u015f\u0131k y\u00fczde 20\u2019si kullan\u0131yor. \u00d6zellikle aktif i\u015flem yapan yat\u0131r\u0131mc\u0131lar aras\u0131nda kullan\u0131m\u0131n daha y\u00fcksek olmas\u0131, \u00fcr\u00fcn\u00fcn karar \u00f6ncesinde bir \u201cikinci g\u00f6r\u00fc\u015f\u201d olarak da de\u011ferlendirildi\u011fini g\u00f6steriyor.<\/p>\n
Hedef daha ki\u015fiselle\u015ftirilmi\u015f yat\u0131r\u0131m deneyimi<\/p>\n
Ata Yat\u0131r\u0131m\u2019\u0131n yapay zek\u00e2 yol haritas\u0131 yaln\u0131zca analiz kapasitesinin geli\u015ftirilmesiyle s\u0131n\u0131rl\u0131 de\u011fil. Kurum, yat\u0131r\u0131mc\u0131n\u0131n ge\u00e7mi\u015fte ilgilendi\u011fi pay senetleri ve yat\u0131r\u0131m fonlar\u0131 ile i\u015flem al\u0131\u015fkanl\u0131klar\u0131n\u0131 da birer veri olarak de\u011ferlendirerek daha ki\u015fiselle\u015ftirilmi\u015f analiz ve kar\u015f\u0131la\u015ft\u0131rmalar sunmak i\u00e7in \u00e7al\u0131\u015fmalar\u0131n\u0131 s\u00fcrd\u00fcr\u00fcyor.\u00a0<\/p>\n
Portf\u00f6y\u00fcn b\u00fct\u00fcnc\u00fcl \u015fekilde incelenmesi ve al\u0131m-sat\u0131m kararlar\u0131n\u0131n desteklenmesine y\u00f6nelik \u00e7\u00f6z\u00fcmler de bu yol haritas\u0131nda \u00f6nemli bir yer tutuyor. B\u00f6ylece yapay zek\u00e2n\u0131n rol\u00fcn\u00fcn, yaln\u0131zca tekil bir hisse veya veri analizi yapan bir ara\u00e7 olmaktan \u00e7\u0131karak yat\u0131r\u0131mc\u0131n\u0131n genel deneyimini destekleyen daha kapsaml\u0131 bir yap\u0131ya d\u00f6n\u00fc\u015fmesi hedefleniyor.<\/p>\n
Bu deneyim odakl\u0131 ve yat\u0131r\u0131mc\u0131 ihtiya\u00e7lar\u0131na dayal\u0131 teknoloji yakla\u015f\u0131m\u0131, Ata Yat\u0131r\u0131m\u2019\u0131n i\u015f modelinin merkezinde yer al\u0131yor. Kurum, yat\u0131r\u0131mc\u0131 geri bildirimlerini yeni \u00fcr\u00fcn ve hizmetlerin geli\u015ftirilmesinde \u00f6nemli bir kaynak olarak de\u011ferlendirirken, teknolojiyi yat\u0131r\u0131mc\u0131 deneyimini sadele\u015ftiren, bilgiye eri\u015fimi kolayla\u015ft\u0131ran ve karar s\u00fcre\u00e7lerini destekleyen bir ara\u00e7 olarak konumland\u0131r\u0131yor.\u00a0<\/p>\n
\u00a0<\/p>\n
\u00a0<\/p>\n
Kaynak: (BYZHA) Beyaz Haber Ajans\u0131<\/p>\n","protected":false},"excerpt":{"rendered":"
T\u00fcrkiye\u2019de sermaye piyasalar\u0131 son y\u0131llarda daha geni\u015f bir yat\u0131r\u0131mc\u0131 kitlesine ula\u015f\u0131rken, yat\u0131r\u0131m al\u0131\u015fkanl\u0131klar\u0131 da teknolojiyle birlikte h\u0131zl\u0131 bir d\u00f6n\u00fc\u015f\u00fcm ge\u00e7iriyor. Yat\u0131r\u0131mc\u0131 taban\u0131n\u0131n geni\u015flemesiyle birlikte do\u011fru bilgiye h\u0131zl\u0131 ula\u015fma, veriyi anlamland\u0131rma ve ki\u015fiselle\u015ftirilmi\u015f yat\u0131r\u0131m deneyimi de\u2026<\/p>\n","protected":false},"author":1,"featured_media":10597,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-10596","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-saglik"],"_links":{"self":[{"href":"https:\/\/vansondakikahaberler.com.tr\/index.php\/wp-json\/wp\/v2\/posts\/10596","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vansondakikahaberler.com.tr\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vansondakikahaberler.com.tr\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vansondakikahaberler.com.tr\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/vansondakikahaberler.com.tr\/index.php\/wp-json\/wp\/v2\/comments?post=10596"}],"version-history":[{"count":0,"href":"https:\/\/vansondakikahaberler.com.tr\/index.php\/wp-json\/wp\/v2\/posts\/10596\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vansondakikahaberler.com.tr\/index.php\/wp-json\/wp\/v2\/media\/10597"}],"wp:attachment":[{"href":"https:\/\/vansondakikahaberler.com.tr\/index.php\/wp-json\/wp\/v2\/media?parent=10596"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vansondakikahaberler.com.tr\/index.php\/wp-json\/wp\/v2\/categories?post=10596"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vansondakikahaberler.com.tr\/index.php\/wp-json\/wp\/v2\/tags?post=10596"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}