{"id":700,"date":"2023-10-31T15:08:53","date_gmt":"2023-10-31T12:08:53","guid":{"rendered":"http:\/\/www.hasankahraman.com.tr\/?p=700"},"modified":"2023-10-31T15:08:54","modified_gmt":"2023-10-31T12:08:54","slug":"yapay-zeka-ve-veri-bilimi-uzerine","status":"publish","type":"post","link":"https:\/\/www.hasankahraman.com.tr\/index.php\/2023\/10\/31\/yapay-zeka-ve-veri-bilimi-uzerine\/","title":{"rendered":"Yapay Zeka ve Veri Bilimi \u00dczerine"},"content":{"rendered":"\n

Ekim 2015 y\u0131l\u0131nda , Makine M\u00fchendisli\u011finden yeni mezun iken mekanik ve termal makinalar\u0131n yap\u0131lar\u0131 gere\u011fi yapamayaca\u011f\u0131, ak\u0131llanamayaca\u011f\u0131 sadece sensorler ile geli\u015ftirebilece\u011fi d\u00fc\u015f\u00fcncelerine sahip iken o s\u0131rada yay\u0131nlanan bir makale de Stephan Hawking’in yapay zekalar \u00fczerine endi\u015felerinden bahsetmi\u015ftim. Uzaktan bir endi\u015fe idi san\u0131r\u0131m benim ki , fakat 2022 y\u0131l\u0131nda ba\u015flad\u0131\u011f\u0131m Bilgisayar Programc\u0131l\u0131\u011f\u0131 e\u011fitimim sonras\u0131 sinyal i\u015fleyen makinalar\u0131n yani bilgisayarlar\u0131n , d\u00fcnyas\u0131na girdik\u00e7e veri bilimi, makine \u00f6\u011frenimi , derin \u00f6\u011frenme ve yapay zeka’ n\u0131n yap\u0131 ta\u015flar\u0131n\u0131 ve \u00e7al\u0131\u015fma alanlar\u0131n\u0131 g\u00f6rmem m\u00fcmk\u00fcn oldu.<\/p>\n\n\n\n

Bu alanda ilk olarak bu alan\u0131n dili olan bilgisayar programc\u0131l\u0131\u011f\u0131 derslerimden de olan \u015fuan Python dilini \u00f6\u011frenmekteyim. Okulun son d\u00f6neminde ise makine \u00f6\u011frenimi diye bir ders alaca\u011f\u0131m. Fakat bu alanda etkileyici giri\u015f yapmam\u0131 sa\u011flayan Matematik ve Yapay Zeka Enstit\u00fcs\u00fc<\/a> ve Nam\u0131k Kemal \u00dcniversitesinde ki Matematik \u00f6\u011fretmenim Prof. Dr. \u00dcnver \u00c7ift\u00e7i taraf\u0131ndan ald\u0131\u011f\u0131m NVIDIA<\/a> taraf\u0131ndan olu\u015fturulmu\u015f derin \u00f6\u011frenmenin temelleri e\u011fitimi oldu. Bu e\u011fitim de makinelerin (sinyal i\u015fleyen) nas\u0131l i\u015faret dilini anlay\u0131p yorumlayabildi\u011fini, farkl\u0131 el yaz\u0131lar\u0131ndan say\u0131lar\u0131 nas\u0131l bir bebek iken bizim \u00f6\u011frenebildi\u011fimiz gibi yapay zekan\u0131n bunu \u00f6\u011frenebildi\u011fi t\u0131pk\u0131 Hawking’in kendi zor durumunda d\u00fc\u015f\u00fcncelerine derman olan ve kendini ifade edebilmesini sa\u011flayan yapay zeka ‘ n\u0131n asl\u0131nda faydal\u0131 kullan\u0131ld\u0131\u011f\u0131nda ne kadar yararl\u0131 olabilece\u011fine tan\u0131k oldum.<\/p>\n\n\n\n

Yapay zeka algoritmalar\u0131n\u0131n insanlar\u0131n tercihlerine yard\u0131mc\u0131 , karar destek sistemleri olarak kullan\u0131labilece\u011fini, CHAT GPT gibi transformer modeliyle e\u011fitilmi\u015f nas\u0131l hayat\u0131m\u0131za h\u0131zl\u0131 bir \u015fekilde giri\u015f yapt\u0131\u011f\u0131 ve onun y\u00f6nlendiricisi oldu\u011fu Dall-E gibi grafikler olu\u015fturabilerek de nas\u0131l farkl\u0131 alanlarda bize \u00fcr\u00fcnler sunabildi\u011fi de bir ger\u00e7ek.<\/p>\n\n\n\n

Bu alanda bir di\u011fer e\u011fitimimi de Kodluyoruz.org<\/a> ve Microsoft i\u015fbirli\u011fi ile d\u00fczenlenen Yaz\u0131l\u0131ma \u0130lk Ad\u0131m: Veri Bilimi e\u011fitimini bu bitirme makalesi ile tamamlayarak yapt\u0131m. Bu e\u011fitimde Python dilinin temellerini ve veri biliminin temellerini \u00f6\u011frendim.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

Yapay zeka \u00e7al\u0131\u015fmas\u0131 daha \u00f6nce derin \u00f6\u011frenmede \u00f6\u011frendi\u011fim gibi, makine \u00f6\u011frenmesi \u00e7al\u0131\u015fmalar\u0131;<\/p>\n\n\n\n

* G\u00f6zetimli \u00d6\u011frenme<\/a><\/p>\n\n\n\n

* G\u00f6zetimsiz \u00d6\u011frenme<\/a><\/p>\n\n\n\n

* Peki\u015ftirmeli<\/a> – Takviye edici \u00f6\u011frenme \u015feklinde olur.<\/p>\n\n\n\n

\u00c7a\u011f\u0131m\u0131z teknolojisinin bu heyecan verici alan\u0131 Yapay Zeka Alan\u0131nda ara\u015ft\u0131rmalar ve \u00e7al\u0131\u015fmalar yapabilmek i\u00e7in heyecan\u0131m\u0131 koruyorum benim gibi nacizane bir \u015fekilde bu alanda \u00e7al\u0131\u015fmak isteyenlere yol g\u00f6stericisi olmas\u0131 a\u00e7\u0131s\u0131ndan bu blog yaz\u0131s\u0131n\u0131 yay\u0131nl\u0131yorum.<\/p>\n\n\n\n

<\/p>\n\n\n\n

<\/p>\n","protected":false},"excerpt":{"rendered":"

Ekim 2015 y\u0131l\u0131nda , Makine M\u00fchendisli\u011finden yeni mezun iken mekanik ve termal makinalar\u0131n yap\u0131lar\u0131 gere\u011fi yapamayaca\u011f\u0131, ak\u0131llanamayaca\u011f\u0131 sadece sensorler ile geli\u015ftirebilece\u011fi d\u00fc\u015f\u00fcncelerine sahip iken o s\u0131rada yay\u0131nlanan bir makale de Stephan Hawking’in yapay zekalar \u00fczerine endi\u015felerinden bahsetmi\u015ftim. Uzaktan bir endi\u015fe idi san\u0131r\u0131m benim ki , fakat 2022 y\u0131l\u0131nda ba\u015flad\u0131\u011f\u0131m Bilgisayar Programc\u0131l\u0131\u011f\u0131 e\u011fitimim sonras\u0131 sinyal i\u015fleyen … Okumaya devam et Yapay Zeka ve Veri Bilimi \u00dczerine<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":true,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[],"class_list":["post-700","post","type-post","status-publish","format-standard","hentry","category-yapay-zeka"],"_links":{"self":[{"href":"https:\/\/www.hasankahraman.com.tr\/index.php\/wp-json\/wp\/v2\/posts\/700","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hasankahraman.com.tr\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hasankahraman.com.tr\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hasankahraman.com.tr\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hasankahraman.com.tr\/index.php\/wp-json\/wp\/v2\/comments?post=700"}],"version-history":[{"count":3,"href":"https:\/\/www.hasankahraman.com.tr\/index.php\/wp-json\/wp\/v2\/posts\/700\/revisions"}],"predecessor-version":[{"id":709,"href":"https:\/\/www.hasankahraman.com.tr\/index.php\/wp-json\/wp\/v2\/posts\/700\/revisions\/709"}],"wp:attachment":[{"href":"https:\/\/www.hasankahraman.com.tr\/index.php\/wp-json\/wp\/v2\/media?parent=700"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hasankahraman.com.tr\/index.php\/wp-json\/wp\/v2\/categories?post=700"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hasankahraman.com.tr\/index.php\/wp-json\/wp\/v2\/tags?post=700"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}