{"id":1168,"date":"2025-02-10T22:22:11","date_gmt":"2025-02-10T22:22:11","guid":{"rendered":"https:\/\/endustri40.bktechin.com\/2025\/02\/02\/sap-yazilimi-ve-endustri-4-0\/"},"modified":"2025-02-10T22:22:12","modified_gmt":"2025-02-10T22:22:12","slug":"sap-yazilimi-ve-endustri-4-0","status":"publish","type":"post","link":"https:\/\/endustri40.com\/en\/sap-yazilimi-ve-endustri-4-0\/","title":{"rendered":"SAP Yaz\u0131l\u0131m\u0131 ve End\u00fcstri 4.0"},"content":{"rendered":"<h1 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"SAPnin_Tarihcesi\"><\/span><span style=\"color:#B22222;\"><span style=\"font-size:20px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\"><strong>SAP&rsquo;nin Tarih&ccedil;esi<\/strong><\/span><\/span><\/span><span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">SAP, 1970 y\u0131llar\u0131nda <strong><a href=\"https:\/\/endustri40.com\/en\/turkiyenin-ilk-bilgisayari-ibm-650\/\" target=\"_blank\">IBM&#39;den<\/a><\/strong>&nbsp;ayr\u0131lan 5 ki\u015finin olu\u015fturdu\u011fu, merkezi Almanya&rsquo;da bulunan bir <strong><a href=\"https:\/\/endustri40.com\/en\/digitalization-dijitalizasyon-rehberi-siber-guvenlik\/\" target=\"_blank\">yaz\u0131l\u0131m<\/a><\/strong>&nbsp;\u015firketidir. \u0130lk kuruldu\u011fu y\u0131llarda, \u015firketlerin finans b&ouml;l&uuml;m&uuml;n&uuml;n bilgisayar ortam\u0131na d&ouml;k&uuml;lmesi &uuml;zerine &ccedil;al\u0131\u015fm\u0131\u015flard\u0131r. Daha sonralarda bu program\u0131 geli\u015ftirerek muhasebe i&ccedil;eren bir &ccedil;&ouml;z&uuml;m sunarak isimlerini yava\u015f yava\u015f herkese duyurmaya ba\u015flam\u0131\u015flard\u0131r.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">1973 y\u0131l\u0131nda ilk yaz\u0131l\u0131mlar\u0131 olan RF&rsquo;yi tamamlam\u0131\u015flard\u0131r ve bu yaz\u0131l\u0131m\u0131 40 \u015firkete satarak &ccedil;al\u0131\u015fan say\u0131lar\u0131n\u0131 25&rsquo;e kadar y&uuml;kseltmi\u015flerdir. 1977 y\u0131l\u0131nda ise SAP&rsquo;\u0131n ilk mod&uuml;l&uuml; olan SD&rsquo;yi aktifle\u015ftirip kendi server&#39;lar\u0131 ile hizmet vermeye ba\u015flam\u0131\u015flard\u0131r. \u0130lk tan\u0131t\u0131mlar\u0131n\u0131 CEBIT fuar\u0131nda yapt\u0131lar ve h\u0131zla b&uuml;y&uuml;meye devam ettiler ve g&uuml;n&uuml;m&uuml;zde d&uuml;nya &ccedil;ap\u0131nda bir yaz\u0131l\u0131m \u015firketi olmay\u0131 ba\u015farm\u0131\u015flard\u0131r.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><img decoding=\"async\" alt=\"\" src=\"https:\/\/cdnen4.yasaminritmi.com\/image\/3b2d4bd6abcc42a4b1e6f9f2419614d7\/SAP Yaz\u0131l\u0131m\u0131 ve End\u00fcstri 4.0 6.jpg\" style=\"height: 100%; width: 100%;\" \/><\/p>\n<p style=\"text-align: justify;\">&nbsp;<\/p>\n<h1 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"SAP_Modulleri\"><\/span><span style=\"color:#B22222;\"><span style=\"font-size:20px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\"><strong>SAP Mod&uuml;lleri<\/strong><\/span><\/span><\/span><span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Yukar\u0131da da yaz\u0131ld\u0131\u011f\u0131 gibi SAP, \u015firketlerin ihtiya&ccedil;lar\u0131n\u0131 kar\u015f\u0131lamak &uuml;zere yaz\u0131l\u0131mlar &uuml;reten bir \u015firkettir. Hal b&ouml;yle olunca da ge&ccedil;mi\u015ften g&uuml;n&uuml;m&uuml;ze \u015firketler b&uuml;y&uuml;d&uuml;k&ccedil;e ihtiya&ccedil;lar\u0131 da artm\u0131\u015ft\u0131r. \u015eirketlerin ihtiya&ccedil;lar\u0131 artt\u0131k&ccedil;a da SAP&rsquo;\u0131n \u015firketler i&ccedil;in yazd\u0131\u011f\u0131 mod&uuml;ller de artm\u0131\u015ft\u0131r. A\u015fa\u011f\u0131da SAP \u015firketinin &ccedil;\u0131kartt\u0131\u011f\u0131 ba\u015fl\u0131ca mod&uuml;lleri inceleyece\u011fiz.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Bir \u015firkette en &ouml;nemli birimlerden biri &ldquo;<strong><a href=\"https:\/\/endustri40.com\/en\/endustri-4-0-icin-gereken-ve-beklenen-yenilikler\/\" target=\"_blank\">\u0130nsan Kaynaklar\u0131<\/a><\/strong>&rdquo; d\u0131r.&nbsp; \u0130\u015f&ccedil;ilerin izinleri, maa\u015flar\u0131, tazminatlar\u0131, i\u015ften ayr\u0131lmalar\u0131, sigortalar\u0131, yeni i\u015fe al\u0131mlar\u0131, i\u015f ilanlar\u0131 gibi bir&ccedil;ok \u015feyin takibi bu birim taraf\u0131ndan kontrol edilmektedir. B&ouml;yle b&uuml;y&uuml;k bir i\u015f yo\u011funlu\u011fu i&ccedil;in de bir yaz\u0131l\u0131ma ihtiya&ccedil; duyulmu\u015ftur. \u0130\u015fte burada devreye <strong><em>SAP HR mod&uuml;l&uuml;<\/em><\/strong> girmi\u015ftir. \u0130ngilizce &ldquo;Human Resources&rdquo; kelimelerinin ba\u015f harfinden olu\u015fan bu mod&uuml;l \u015firketlerin &ldquo;\u0130nsan Kaynaklar\u0131&rdquo; departman\u0131 i&ccedil;in yaz\u0131lm\u0131\u015ft\u0131r. Bu mod&uuml;l tek ba\u015f\u0131na kullan\u0131ld\u0131\u011f\u0131 gibi di\u011fer mod&uuml;llerle birlikte de kullan\u0131labilmektedir.&nbsp;<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><img decoding=\"async\" alt=\"\" src=\"https:\/\/cdnen4.yasaminritmi.com\/image\/0c24e93c38c547569f835e3ca32d5d7b\/SAP Yaz\u0131l\u0131m\u0131 ve End\u00fcstri 4.0 2.jpg\" style=\"height: 100%; width: 100%;\" \/><\/p>\n<p style=\"text-align: justify;\">&nbsp;<\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Bir \u015firkette en &ouml;nemli birimlerden biri de sat\u0131\u015f birimidir. Sat\u0131\u015f ile ilgili t&uuml;m muhasebe, fatura, iade, irsaliye gibi i\u015fler i&ccedil;in de SAP ayr\u0131ca bir mod&uuml;l geli\u015ftirdi ve buna <strong><em>SAP SD<\/em><\/strong> ad\u0131n\u0131 verdi. \u0130ngilizce &ldquo;Sales and Distribution&rdquo; kelimelerinin ba\u015f harflerinden olu\u015fan bu mod&uuml;l \u015firketlerin &ldquo;Sat\u0131\u015f ve Da\u011f\u0131t\u0131m&rdquo; departman\u0131 i&ccedil;in yaz\u0131lm\u0131\u015ft\u0131r.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">\u015euana kadar bir \u015firketin insan kaynaklar\u0131 ve sat\u0131\u015f birimlerinin mod&uuml;llerini anlatt\u0131\u011f\u0131m\u0131z SAP, bir \u015firkette ihtiya&ccedil; olabilecek ba\u015fka mod&uuml;ller de &ccedil;\u0131karmaya devam etti. Bir \u015firketin b&uuml;y&uuml;mesini sa\u011flayan en &ouml;nemli etkenlerden biri de planlamad\u0131r. Proje, &uuml;retim, ham madde al\u0131m\u0131, ek i\u015f g&uuml;c&uuml;, karl\u0131l\u0131k analizi, maliyet analizi gibi bir&ccedil;ok planlama konusuyla ilgili iki tane mod&uuml;l &ccedil;\u0131kartm\u0131\u015flard\u0131r. Bunlar <strong><em>SAP PP, SAP PM<\/em><\/strong> mod&uuml;lleridir. \u0130ngilizce &ldquo;Production Planning&rdquo; ve &ldquo;Plant Maintenance&rdquo; kelimelerinin ba\u015f harflerini kullanan bu mod&uuml;ller, \u015firketlerin &ldquo;<strong><a href=\"https:\/\/endustri40.com\/en\/endustri-4-0-ile-bilgi-teknolojilerinde-yeni-yaklasimlar\/\" target=\"_blank\">&Uuml;retim Planlama<\/a><\/strong>&rdquo; b&ouml;l&uuml;mleri i&ccedil;in yaz\u0131lm\u0131\u015ft\u0131r.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><img decoding=\"async\" alt=\"\" src=\"https:\/\/cdnen4.yasaminritmi.com\/image\/2537da0dfd914142bd845e4c77733cb7\/TIA Portal Nedir.jpg\" style=\"height: 100%; width: 100%;\" \/><\/p>\n<p style=\"text-align: justify;\">&nbsp;<\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">\u015eirket dedi\u011fimiz kavram kar etmeyi ama&ccedil;layan bir kurulu\u015f oldu\u011fundan \u015firketin &uuml;retim kalitesi, m&uuml;\u015fteri memnuniyeti, &uuml;retimde yap\u0131lan hatalar vs. gibi konular\u0131n\u0131 takip etti\u011fi &ldquo;Kalite&rdquo; departman\u0131 i&ccedil;in de ayr\u0131 bir yaz\u0131l\u0131m geli\u015ftirilerek ismi <strong><em>SAP QM <\/em><\/strong>olmu\u015ftur. \u0130ngilizce &ldquo;Quality Management&rdquo; kelimelerinin ba\u015f harflerinden olu\u015fan bu mod&uuml;l \u015firketlerin kalite y&ouml;netimi i&ccedil;in &ccedil;&ouml;z&uuml;mler sunmaktad\u0131r.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">\u015eirketteki en &ouml;nemli birimlerinden birisi de <strong><a href=\"https:\/\/endustri40.com\/en\/big-datanin-buyuk-veri-endustriyel-kullanimi\/\" target=\"_blank\">depo<\/a><\/strong>&nbsp;ve <strong><a href=\"https:\/\/endustri40.com\/en\/sanal-uzaydan-uzay-bosluguna-1\/\" target=\"_blank\">malzeme<\/a><\/strong>&nbsp;y&ouml;netimidir. \u0130ngilizce &ldquo;Material Management&rdquo; kelimelerinin ba\u015f harflerinden alan <strong><em>SAP MM, <\/em><\/strong>malzeme y&ouml;netim mod&uuml;l&uuml;d&uuml;r. Malzeme kodlar\u0131 ve bu kodlarla ili\u015fkili t&uuml;m bilgilerin yer ald\u0131\u011f\u0131 mod&uuml;ld&uuml;r. &Uuml;retim yapan veya stoklu malzeme takibi yapan i\u015fletmelerde kullan\u0131l\u0131r. Malzemelerin sistemde a&ccedil;\u0131lmas\u0131 ve &uuml;r&uuml;n a\u011fac\u0131 tan\u0131mlar\u0131 bu mod&uuml;ldedir.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><img decoding=\"async\" alt=\"\" src=\"https:\/\/cdnen4.yasaminritmi.com\/image\/a7b1a00650554a80abef5f3f2079c7d4\/SAP Yaz\u0131l\u0131m\u0131 ve End\u00fcstri 4.0 5.jpg\" style=\"height: 100%; width: 100%;\" \/><\/p>\n<p style=\"text-align: justify;\">&nbsp;<\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Bu mod&uuml;llerin yan\u0131 s\u0131ra bir &ccedil;ok mod&uuml;l bulunmaktad\u0131r. K\u0131saca a\u015fa\u011f\u0131da tan\u0131mlar\u0131n\u0131 yaparsak:<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\"><span style=\"color:#008080;\"><strong>\u25ba&nbsp;SAP CO: <\/strong><\/span>\u0130ngilizce &ldquo;Controlling&rdquo; kelimesinin ba\u015f harflerinden olu\u015fan bu mod&uuml;l, Maliyet muhasebesi ve kontrol mod&uuml;l&uuml;d&uuml;r. \u015eirketin karl\u0131l\u0131k analizlerinin &ccedil;\u0131kar\u0131larak hangi alanlar\u0131n daha karl\u0131 hangi alanlar\u0131n ise maliyetli oldu\u011funun tespitini sa\u011flar. Bu y&uuml;zden \u015firketler i&ccedil;in olduk&ccedil;a &ouml;nemli bir b&ouml;l&uuml;md&uuml;r. \u0130yi bir CO mod&uuml;l uzman\u0131n\u0131n SD, MM, PP, FI mod&uuml;llerinde de bilgi sahibi olmas\u0131 gerekmektedir.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><strong style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/strong><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\"><span style=\"color:#008080;\"><strong>SAP FI: <\/strong><\/span>\u0130ngilizce &ldquo;Financial Accounting&rdquo; kelimesinin ba\u015f harflerinden olu\u015fan bu mod&uuml;l, bir i\u015fletmenin t&uuml;m mali, muhasebe ihtiya&ccedil;lar\u0131n\u0131 kar\u015f\u0131lamay\u0131 ama&ccedil;lar. Finans Y&ouml;neticileri ger&ccedil;ek zamanl\u0131 mali durumlar\u0131n izlenmesini FI mod&uuml;l&uuml;n&uuml; kullanarak sa\u011flamaktad\u0131rlar. FI mod&uuml;l&uuml; niteli\u011fi gere\u011fi MM, PP, SD, PM ve PS mod&uuml;lleri ile entegre &ccedil;al\u0131\u015fmal\u0131d\u0131r.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><strong style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/strong><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\"><span style=\"color:#008080;\"><strong>SAP WM: <\/strong><\/span>\u0130ngilizce &ldquo;Warehouse Management&rdquo; kelimelerinin ba\u015f harflerinden olu\u015fan bu mod&uuml;l, depo y&ouml;netim mod&uuml;l&uuml;d&uuml;r.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><strong style=\"color: rgb(0, 128, 128); font-family: 'trebuchet ms', helvetica, sans-serif; font-size: 16px; line-height: 20.8px; text-align: justify;\">\u25ba&nbsp;<\/strong><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\"><span style=\"color:#008080;\"><strong>SAP BW: <\/strong><\/span>\u0130ngilizce &ldquo;Business Warehouse&rdquo; kelimelerinin ba\u015f harflerinden olu\u015fan bu mod&uuml;l, <strong><a href=\"https:\/\/endustri40.com\/en\/verilerin-yolculugu-technomatix\/\" target=\"_blank\">i\u015fletmelerin verilerini<\/a><\/strong>&nbsp;i\u015fleyerek bilgiye d&ouml;n&uuml;\u015ft&uuml;rmelerinde yard\u0131mc\u0131 bir ara&ccedil;t\u0131r. Farkl\u0131 bilgi sa\u011flay\u0131c\u0131larla entegre bir \u015fekilde &ccedil;al\u0131\u015fabilen BW ile veriler depolan\u0131r, h\u0131zl\u0131 ve etkin bir \u015fekilde aran\u0131lan kriterdeki verilere ula\u015f\u0131l\u0131r ve analizler yap\u0131l\u0131r. SAP ECC BI &ccedil;&ouml;z&uuml;m&uuml;n&uuml;n temel bile\u015feni olan BW ile i\u015fletmelerin karar s&uuml;re&ccedil;leri kolayl\u0131kla h\u0131zland\u0131r\u0131l\u0131r.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><img decoding=\"async\" alt=\"\" src=\"https:\/\/cdnen4.yasaminritmi.com\/image\/051a7e02542c4cd5beca93f950c16921\/T\u00fcrkiye\u2019nin \u0130lk Bilgisayar\u0131  IBM 650.jpg\" style=\"height: 100%; width: 100%;\" \/><\/p>\n<p style=\"text-align: justify;\">&nbsp;<\/p>\n<h1 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"SAP_ve_Endustri_40_Iliskisi\"><\/span><span style=\"font-size:20px;\"><span style=\"color:#B22222;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\"><strong>SAP ve End&uuml;stri 4.0 \u0130li\u015fkisi<\/strong><\/span><\/span><\/span><span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">&Ccedil;o\u011funlukla&nbsp;b&uuml;t&uuml;n End&uuml;stri 4.0 metinlerinde &ldquo;<strong><a href=\"https:\/\/endustri40.com\/en\/akilli-altyapi-gelecegin-anahtari\/\" target=\"_blank\">Nesnelerin \u0130nterneti (IoT)<\/a><\/strong>&rdquo; konusuna odaklanan SAP, &uuml;retim tesisleri ve &uuml;r&uuml;nler\/bile\u015fenler birbirlerine ba\u011flan\u0131p kar\u015f\u0131l\u0131kl\u0131 ileti\u015fim kurarak tamam\u0131yla esnek bir &uuml;retim ve da\u011f\u0131t\u0131m ortam\u0131 yaratmay\u0131 hedeflemektedir. Bu gerekli bir ba\u011flant\u0131 olmakla birlikte yeterli de\u011fildir. Ba\u011flant\u0131 ve i\u015fbirli\u011finin, kullan\u0131c\u0131 deneyimini de kapsamas\u0131 gerekiyor. Dolay\u0131s\u0131yla &ldquo;<strong><a href=\"https:\/\/endustri40.com\/en\/verilerin-yolculugu-technomatix\/\" target=\"_blank\">ba\u011flant\u0131<\/a><\/strong>&rdquo; kavram\u0131 sadece bile\u015fenlerle de\u011fil, tedarik zincirinin tamam\u0131n\u0131 tetikleyen kullan\u0131c\u0131 deneyimleriyle de ili\u015fkili. Son kullan\u0131c\u0131lardan geri bildirim almak ve sadece tedarik&ccedil;ilere de\u011fil, ilgili t&uuml;m&nbsp;taraflara an\u0131nda katma de\u011fer sa\u011flamak &ouml;nemli olmaktad\u0131r.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\"><strong><a href=\"https:\/\/endustri40.com\/en\/turk-otomotiv-sektoru\/\" target=\"_blank\">Ba\u011flant\u0131l\u0131 otomobil lastikleri<\/a><\/strong>, iyi bir &ouml;rnek olabilir. Lastiklerin de\u011fi\u015fim zaman\u0131 geldi\u011finde servise uyar\u0131 veren ya da lastik a\u015f\u0131nmas\u0131n\u0131 en aza indirecek \u015fekilde araba kullanma konusunda s&uuml;r&uuml;c&uuml;ye &ouml;nerilerde bulunan lastikler oldu\u011funu bir d&uuml;\u015f&uuml;n&uuml;n. Ayn\u0131 \u015fekilde bir kafede ba\u011flant\u0131l\u0131 bir i&ccedil;ecek muslu\u011fu kullan\u0131lsa, bu musluk t&uuml;ketim konusunda bilgi verebilir. G&uuml;nl&uuml;k t&uuml;ketim miktar\u0131n\u0131 g&ouml;sterebilir, g&uuml;n i&ccedil;indeki t&uuml;ketim modellerini alg\u0131layabilir, buna g&ouml;re fiyat ve promosyon &ouml;nerilerinde bulunabilir, m&uuml;\u015fterilerin i&ccedil;ecek tercihlerine g&ouml;re tavsiyeler verebilir. K\u0131sacas\u0131, &ldquo;toplu &uuml;retimden toplu ki\u015fiselle\u015ftirmeye&rdquo; ge&ccedil;ebilir.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><img decoding=\"async\" alt=\"\" src=\"https:\/\/cdnen4.yasaminritmi.com\/image\/950f544c14a346cea157ebbe04acacfe\/SAP Yaz\u0131l\u0131m\u0131 ve End\u00fcstri 4.0 3.jpg\" style=\"height: 100%; width: 100%;\" \/><\/p>\n<p style=\"text-align: justify;\">&nbsp;<\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">B&uuml;t&uuml;n bunlar\u0131n yap\u0131labilmesi i&ccedil;in de a\u011f sisteminin daha <strong><a href=\"https:\/\/endustri40.com\/en\/beyni-okumayi-ogreniyoruz\/\" target=\"_blank\">ak\u0131ll\u0131<\/a><\/strong>&nbsp;olmas\u0131 gerekiyor. Bu ba\u011flamda en yeni sistemler ise &ldquo;kendi kendine &ouml;\u011frenme&rdquo; (self learning) ve &ldquo;derin &ouml;\u011frenme&rdquo; (deep learning). Derin &ouml;\u011frenmenin en b&uuml;y&uuml;leyici yan\u0131, insan beyninin &ccedil;al\u0131\u015fma sistemini modellemeye &ccedil;al\u0131\u015fmas\u0131d\u0131r. Burada kritik unsur ise &ouml;\u011frenme becerisi kazand\u0131rmakt\u0131r.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">&Ouml;rne\u011fin, hastane sistemleri hasta bilgilerinden, farkl\u0131 klinik y&ouml;ntemlerin ba\u015far\u0131s\u0131ndan, farkl\u0131 hastanelerde yap\u0131lan klinik deneylerden yola &ccedil;\u0131karak, yani &ouml;\u011frendiklerine dayanarak hekimlere an\u0131nda &ouml;nerilerde bulunabilir.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Bir telekom&uuml;nikasyon operat&ouml;r&uuml;, \u015febeke servislerinin ge&ccedil;mi\u015f performans\u0131na ve m&uuml;\u015fteri say\u0131s\u0131ndaki&nbsp;dalgalanmalara bakarak bilgi edinip m&uuml;\u015fteri memnuniyetsizli\u011fini en aza indirmek i&ccedil;in &ouml;nleyici senaryolar olu\u015fturabilir.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">SAP \u015firketi, i\u015fte b&uuml;t&uuml;n bu ihtiya&ccedil;lar\u0131 kar\u015f\u0131layan bir platformu SAP HANA ismiyle Hannover fuar\u0131nda g&ouml;sterime &ccedil;\u0131kard\u0131.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\">&nbsp;<\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Kaynak: sap.com, news.sap.com, sapforum.tv<\/span><\/span><\/p>\n<p style=\"text-align: justify;\">&nbsp;<\/p>\n<p style=\"text-align: justify;\"><em><strong><span style=\"font-size:18px;\"><span style=\"font-family:trebuchet ms,helvetica,sans-serif;\">Yazar: Burcu Yelis \/ Volkan \u0130tfaiye Elektronik Tasar\u0131m ve Yaz\u0131l\u0131m M&uuml;hendisi<\/span><\/span><\/strong><\/em><\/p>\n<p style=\"text-align: justify;\">&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>Teknoloji devriminin merkezinde yer alan kurumsal bir yaz\u0131l\u0131m lideri olan, karma\u015f\u0131kl\u0131\u011f\u0131n olumsuz etkileriyle m\u00fccadele eden, mod\u00fcler olarak b\u00fcy\u00fcyebilen ve \u015firketlere yeni f\u0131rsatlar ve rekabet ortam\u0131n\u0131 koruma a\u00e7\u0131s\u0131ndan faydalar sa\u011flayan SAP\u2019\u0131n tarih\u00e7esi, mod\u00fclleri ve End\u00fcstri 4.0 ile aras\u0131ndaki ili\u015fkiyi sizler i\u00e7in inceledik.<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"pmpro_default_level":"","footnotes":""},"categories":[1],"tags":[],"coauthors":[],"class_list":["post-1168","post","type-post","status-publish","format-standard","hentry","category-uncategorized","pmpro-has-access"],"acf":[],"_links":{"self":[{"href":"https:\/\/endustri40.com\/en\/wp-json\/wp\/v2\/posts\/1168","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/endustri40.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/endustri40.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/endustri40.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/endustri40.com\/en\/wp-json\/wp\/v2\/comments?post=1168"}],"version-history":[{"count":1,"href":"https:\/\/endustri40.com\/en\/wp-json\/wp\/v2\/posts\/1168\/revisions"}],"predecessor-version":[{"id":29755,"href":"https:\/\/endustri40.com\/en\/wp-json\/wp\/v2\/posts\/1168\/revisions\/29755"}],"wp:attachment":[{"href":"https:\/\/endustri40.com\/en\/wp-json\/wp\/v2\/media?parent=1168"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/endustri40.com\/en\/wp-json\/wp\/v2\/categories?post=1168"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/endustri40.com\/en\/wp-json\/wp\/v2\/tags?post=1168"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/endustri40.com\/en\/wp-json\/wp\/v2\/coauthors?post=1168"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}