Uygulamal\u0131 Yapay Zeka \u0130stem M\u00fchendisli\u011fi ve \u0130leri ChatGTP E\u011fitimi<\/strong><\/h1>\n

Levent Karada\u011f, Ali Alvano\u011flu Yapay Zeka ve Bilgi G\u00fcvenli\u011fi Uzman\u0131<\/strong><\/h3>\n

Yapay Zeka \u0130stemi M\u00fchendisli\u011fi (AI Prompt Engineer), yapay zeka dil modelleri i\u00e7in istemlerin tasarlanmas\u0131n\u0131 ve ince ayarlanmas\u0131n\u0131 i\u00e7eren \u00f6zel bir aland\u0131r.\u00a0 Yapay zeka istem m\u00fchendisi, daha iyi sonu\u00e7lar elde etmek i\u00e7in ChatGTP gibi AI sistemlerini y\u00f6nlendiren metin giri\u015flerini etkili bir \u015fekilde olu\u015fturabilen bir profesyoneldir.\u00a0Yapay zeka m\u00fchendisli\u011fi,<\/strong>\u00a0\u015firketlerin i\u015f g\u00fcc\u00fcn\u00fc yapay zeka ara\u00e7lar\u0131n\u0131 en iyi \u015fekilde kullanacak \u015fekilde e\u011fitmesine ve birden fazla yapay zeka uygulamas\u0131n\u0131n performans\u0131n\u0131 art\u0131rmas\u0131na olanak tan\u0131r.<\/p>\n

B\u00fcy\u00fck dil modelleri, kullan\u0131c\u0131lar taraf\u0131ndan “istemler” olarak bilinen do\u011fal dil ifadelerinde sorulan talimatlara ve sorulara yan\u0131t verir. \u00c7o\u011fu kullan\u0131c\u0131 etkili istemler yazma becerisinden yoksundur. \u0130yi istemlerin nas\u0131l yaz\u0131laca\u011f\u0131n\u0131 anlayan uzman kullan\u0131c\u0131lar, \u00e7ok daha \u00fcretken olurlar ve bu ara\u00e7lar\u0131n \u00e7ok daha yarat\u0131c\u0131 kullan\u0131mlar\u0131n\u0131n kilidini a\u00e7abilirler.<\/p>\n

Amac\u0131m\u0131z, e\u011fitime kat\u0131lanlar\u0131n, temel mekanizmalar\u0131n\u0131 anlamak, yapay zekan\u0131n \u00e7\u0131kt\u0131s\u0131n\u0131 optimize etmek, kullanc\u0131lar\u0131n girdilerini do\u011fru \u015fekilde anlamak, yapay zekan\u0131n istemlere verdikleri cevaplar\u0131n do\u011fruluklar\u0131n\u0131 do\u011frulamay\u0131 ve bunlar\u0131 herhangi bir sekt\u00f6rdeki karma\u015f\u0131k i\u015f ak\u0131\u015flar\u0131n\u0131 kolayla\u015ft\u0131ran \u00f6l\u00e7eklenebilir \u00e7\u00f6z\u00fcmlere entegre etmeyi i\u00e7erir.\u00a0Yapay zeka destekli istemleri kullanarak i\u015f ak\u0131\u015flar\u0131n\u0131 d\u00f6n\u00fc\u015ft\u00fcrmek, g\u00f6revleri h\u0131zland\u0131rmak ve \u00fcr\u00fcn geli\u015ftirmek i\u00e7in etkili y\u00f6nlendirmeler olu\u015fturma, ba\u011flam\u0131 y\u00f6netme, konu\u015fma ak\u0131\u015f\u0131n\u0131 iyile\u015ftirme, belirli alanlara y\u00f6nelik ileri teknikler, etik hususlar, ger\u00e7ek d\u00fcnya uygulamalar\u0131 ve uygulamal\u0131 al\u0131\u015ft\u0131rmalar dahil olmak \u00fczere istem m\u00fchendisli\u011fin temellerini kapsar.<\/p>\n

E\u011fitimin Kazand\u0131rd\u0131klar\u0131<\/strong><\/h1>\n

\n
1. Temel y\u00f6nlendirmelerle ba\u015flayacak ve herhangi bir alandaki sorunlar\u0131 \u00e7\u00f6zmek i\u00e7in karma\u015f\u0131k istemler yazmaya do\u011fru ilerleme sa\u011flanacakt\u0131r.<\/li>\n
2. G\u00fcnl\u00fck planlama faaliyetlerinizi desteklemek i\u00e7in \u00fcretken yapay zekadan nas\u0131l yararlanabilmesi<\/li>\n
3. Sanal asistanlar, sohbet robotlar\u0131 ve i\u00e7erik olu\u015fturma ara\u00e7lar\u0131 gibi \u00e7e\u015fitli yapay zeka uygulamalar\u0131 i\u00e7in istemler olu\u015fturma ve test etme<\/li>\n
4. Yapay zeka sistemlerinin performans\u0131n\u0131 analiz etmek ve hassasiyeti ve verimlili\u011fi art\u0131rmak i\u00e7in istemleri iyile\u015ftirmek<\/li>\n
5. Yapay zeka odakl\u0131 \u00fcr\u00fcnler olu\u015fturmak ve geli\u015ftirmek i\u00e7in yaz\u0131l\u0131m geli\u015ftiriciler, veri bilimcileri ve kullan\u0131c\u0131 deneyimi tasar\u0131mc\u0131lar\u0131yla i\u015fbirli\u011fi yapmak<\/li>\n
6. \u0130\u00e7 ve d\u0131\u015f ileti\u015fimi geli\u015ftirmek, m\u00fc\u015fteri deste\u011fini geli\u015ftirmek, i\u015f ak\u0131\u015flar\u0131n\u0131 kolayla\u015ft\u0131rmak ve kurulu\u015funuz i\u00e7inde anlaml\u0131 etkile\u015fimleri te\u015fvik etmek yapay zeka istemlerini kullanmak.<\/li>\n<\/ol>\n

   \u0130stemde bulunma, ChatGPT gibi yapay zeka dil modellerinin heyecan verici d\u00fcnyas\u0131n\u0131 ve i\u015f s\u00fcre\u00e7lerini nas\u0131l d\u00f6n\u00fc\u015ft\u00fcrece\u011fine dair anlaml\u0131 ve do\u011fru yan\u0131tlar \u00fcretme talimat\u0131 verme sanat\u0131d\u0131r. Bu heyecan verici yolculukta bize kat\u0131lmak i\u00e7in hemen kaydolun ve \u201c\u0130stem M\u00fchendisli\u011fi<\/strong>\u201d ile i\u015finizi bir sonraki seviyeye nas\u0131l ta\u015f\u0131yabilece\u011fini g\u00f6r\u00fcn!<\/p>\n

   \u00a0E\u011e\u0130T\u0130M \u0130\u00c7ER\u0130\u011e\u0130 <\/strong><\/p>\n

   \n
   1. <\/strong>Temel Yapay Zeka Bilgileri:<\/strong><\/li>\n<\/ol>\n
      \n
      • Yapay zekan\u0131n temelleri\n
        \n
        • Makine \u00f6\u011frenmesi ve derin \u00f6\u011frenme konular\u0131<\/li>\n
        • \u0130stem (Promt) M\u00fchendisli\u011fi Nedir?<\/li>\n
        • \u0130stem m\u00fchendisli\u011finin \u00f6nemi<\/li>\n
        • \u0130stem m\u00fchendisi ne yapar?<\/li>\n
        • Neden \u0130stem M\u00fchendislik Yapay Zekada Uzmanla\u015fman\u0131n Anahtar\u0131d\u0131r<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n
          \n
          1. <\/strong>\u0130stem M\u00fchendisli\u011fi Temelleri:<\/strong>\n
             \n
             • \u0130stem (prompt) tan\u0131m\u0131 ve \u00f6nemi<\/li>\n
             • \u0130stem tasarlaman\u0131n amac\u0131 ve etkisi<\/li>\n
             • Dil modellerini ve B\u00fcy\u00fck Dil Modellerini (LLM) Anlamak<\/li>\n
             • ChatGTP \u0130stem M\u00fchendisli\u011finin Esaslar\u0131<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n
               \n
               1. <\/strong>\u0130yi Bir \u0130stem Nas\u0131l Olu\u015fturulur?<\/strong>\n
                  \n
                  • Bilgi \u0130stemi Yap\u0131s\u0131 ve Bilgi \u0130stemi Stilleri<\/li>\n
                  • Bilgi \u0130stemi Kal\u0131plar\u0131na Giri\u015f<\/li>\n
                  • Anla\u015f\u0131l\u0131r ve spesifik ama\u00e7lar\u0131n \u00f6nemi<\/li>\n
                  • \u0130stemcilerin probleminin ne kadar iyi tan\u0131mland\u0131\u011f\u0131n\u0131n etkisi<\/li>\n
                  • Do\u011fru dil kullan\u0131m\u0131 ve tonlama<\/li>\n
                  • LLM Performans \u0130yile\u015ftirme Teknikleri<\/li>\n
                  • Do\u011fal Dil \u0130\u015fleme (NLP) Uygulamalar\u0131<\/li>\n
                  • Modelin S\u0131n\u0131rlar\u0131n\u0131n Anla\u015f\u0131lmas\u0131 ve A\u015f\u0131lmas\u0131<\/li>\n
                  • ChatGTP ve yapay zeka odakl\u0131 ileti\u015fimdeki rol\u00fcn\u00fc anlamak<\/li>\n
                  • ChatGTP Performans\u0131n\u0131 artt\u0131rmak<\/li>\n
                  • Veri Gizlili\u011fi ve Etik Sorunlar<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n
                    \n
                    1. <\/strong>\u0130stemlerin \u00d6zelle\u015ftirilmesi ve Ayarlanmas\u0131:<\/strong>\n
                       \n
                       • \u0130stemlerin belirli g\u00f6revlere veya veri k\u00fcmelerine uyarlanmas\u0131<\/li>\n
                       • \u0130stemlerin modelinin silinmesi i\u00e7in nas\u0131l ayarlanaca\u011f\u0131<\/li>\n
                       • \u0130stem \u00c7\u0131kt\u0131 Uzunlu\u011funun Kontrol\u00fc (Ba\u011flam Ayar\u0131, Talimat De\u011fi\u015ftiriciler, Ko\u015fulland\u0131rma Teknikleri, Sistem Mesajlar\u0131, \u00c7\u0131kt\u0131 Uzunlu\u011fu Kontrol\u00fc<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n
                         \n
                         1. <\/strong>\u0130stemlerin Kullan\u0131m Farkl\u0131 Senaryolar\u0131:<\/strong>\n
                            \n
                            • Soru-cevap sistemleri i\u00e7in istemler<\/li>\n
                            • Metin olu\u015fturma ve \u00e7eviri i\u00e7in istemler<\/li>\n
                            • Belirli bir konu veya sekt\u00f6rler i\u00e7in \u00f6zelle\u015ftirilmi\u015f istekler<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n
                              \n
                              1. <\/strong>Duyarl\u0131l\u0131k ve \u00d6nyarg\u0131 Kontrol\u00fc:<\/strong>\n
                                 \n
                                 • \u0130stemlerin ki\u015fisel ve \u00f6nyarg\u0131 kontrol\u00fc<\/li>\n
                                 • Sorunlu i\u00e7eri\u011fi \u00f6nleme y\u00f6ntemi<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n
                                   \n
                                   1. <\/strong>\u0130stem M\u00fchendisli\u011fi Teknikleri<\/strong><\/li>\n<\/ol>\n
                                      \n
                                      • Ba\u011flam Ayar\u0131,\n
                                        \n
                                        • Talimat De\u011fi\u015ftiriciler,<\/li>\n<\/ul>\n<\/li>\n
                                        • Ko\u015fulland\u0131rma Teknikleri,<\/li>\n
                                        • Sistem Mesajlar\u0131,<\/li>\n
                                        • \u00c7\u0131kt\u0131 Uzunlu\u011fu Kontrol\u00fc<\/li>\n<\/ul>\n
                                          \n
                                          1. <\/strong>\u0130stem M\u00fchendisli\u011fi Ara\u00e7lar\u0131 ve Kaynaklar:<\/strong><\/li>\n<\/ol>\n
                                             \n
                                             • \u0130stem m\u00fchendisli\u011fi i\u00e7in gerekli verilerin nas\u0131l topland\u0131\u011f\u0131\n
                                               \n
                                               • Sistem m\u00fchendisli\u011fi i\u00e7in kullanabilece\u011finiz ara\u00e7lar ve yaz\u0131l\u0131mlar<\/li>\n
                                               • Veri setleri ve dil modelleri<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n
                                                 \n
                                                 1. <\/strong>\u0130stem M\u00fchendisli\u011fi Uygulamalar\u0131:<\/strong><\/li>\n<\/ol>\n
                                                    \n
                                                    • Chatbotlar, ki\u015fisel asistanlar, metin olu\u015fturma ara\u00e7lar\u0131 ve di\u011fer yapay zeka sistemlerinin istemlerin kullan\u0131m\u0131<\/li>\n
                                                    • \u00dcr\u00fcnlerin farkl\u0131 sekt\u00f6rlerdeki uygulamalar\u0131<\/li>\n<\/ul>\n
                                                      \n
                                                      1. <\/strong>LangChain ile Uygulamalar Olu\u015fturmak<\/strong>\n
                                                         \n
                                                         • LangChain Ba\u015flang\u0131\u00e7 ve Kurulum<\/li>\n
                                                         • OpenAI Modelinin Kullan\u0131m\u0131<\/li>\n
                                                         • Web Sayfas\u0131 \u00dczerinden Soru-Cevap<\/li>\n
                                                         • Prompt \u015eablonlar\u0131<\/li>\n
                                                         • Custom Verileri Loader\u2019lar ile Y\u00fcklenmesi<\/li>\n
                                                         • Modellerle Yapay Zeka Ekleme<\/li>\n
                                                         • \u00c7oklu Tamamlamalar<\/li>\n
                                                         • Embedding<\/li>\n
                                                         • Sohbet Modelleri<\/li>\n
                                                         • Prompt \u015eablonlar\u0131n\u0131n Kullan\u0131m\u0131<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
                                                           <\/div>\n

                                                           \n<\/div>\n

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                                                           Uygulamal\u0131 Yapay Zeka \u0130stem M\u00fchendisli\u011fi ve \u0130leri ChatGTP E\u011fitimi Levent Karada\u011f, Ali Alvano\u011flu Yapay Zeka ve Bilgi G\u00fcvenli\u011fi Uzman\u0131 Yapay Zeka \u0130stemi M\u00fchendisli\u011fi (AI Prompt Engineer), yapay zeka dil modelleri i\u00e7in istemlerin tasarlanmas\u0131n\u0131 ve ince ayarlanmas\u0131n\u0131 i\u00e7eren \u00f6zel bir aland\u0131r.\u00a0 Yapay zeka istem m\u00fchendisi, daha iyi sonu\u00e7lar elde etmek i\u00e7in ChatGTP gibi AI sistemlerini y\u00f6nlendiren […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"class_list":["post-3701","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/istanbulacademy.com\/wp-json\/wp\/v2\/pages\/3701"}],"collection":[{"href":"https:\/\/istanbulacademy.com\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/istanbulacademy.com\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/istanbulacademy.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/istanbulacademy.com\/wp-json\/wp\/v2\/comments?post=3701"}],"version-history":[{"count":2,"href":"https:\/\/istanbulacademy.com\/wp-json\/wp\/v2\/pages\/3701\/revisions"}],"predecessor-version":[{"id":3704,"href":"https:\/\/istanbulacademy.com\/wp-json\/wp\/v2\/pages\/3701\/revisions\/3704"}],"wp:attachment":[{"href":"https:\/\/istanbulacademy.com\/wp-json\/wp\/v2\/media?parent=3701"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}