{"id":426,"date":"2023-07-31T11:09:32","date_gmt":"2023-07-31T08:09:32","guid":{"rendered":"https:\/\/kamp.linux.org.tr\/2023-yaz\/?page_id=426"},"modified":"2023-08-08T15:16:40","modified_gmt":"2023-08-08T12:16:40","slug":"veri-bilimine-giris-ve-python-programlama","status":"publish","type":"page","link":"https:\/\/kamp.linux.org.tr\/2023-yaz\/kurslar\/veri-bilimine-giris-ve-python-programlama\/","title":{"rendered":"Veri Bilimine Giri\u015f ve Python Programlama"},"content":{"rendered":"\n<p><strong>E\u011fitmenler:<\/strong> <a href=\"https:\/\/kamp.linux.org.tr\/2023-yaz\/muhammet-anil-yagiz\/\">Muhammet An\u0131l Ya\u011f\u0131z<\/a>, <a href=\"https:\/\/kamp.linux.org.tr\/2023-yaz\/egitmenler\/gonca-ozmen\/\" data-type=\"page\" data-id=\"559\">Gonca \u00d6zmen<\/a><\/p>\n\n\n\n<p>Python&#8217;un temel prensiplerini ve veri bilimi uygulamalar\u0131n\u0131 ele alaca\u011f\u0131z. E\u011fitim s\u00fcrecinde, temel Python konular\u0131, veri analizi i\u00e7in \u00f6nemli k\u00fct\u00fcphaneler ve comprehension teknikleri \u00fczerinde duraca\u011f\u0131z. Pratik deneyim kazanmak ad\u0131na bir veri bilimi projesi \u00fczerinde \u00e7al\u0131\u015faca\u011f\u0131z ve m\u00fclakat becerilerinizi geli\u015ftirmek i\u00e7in \u00f6rnek sorunlar\u0131 \u00e7\u00f6zece\u011fiz. Bu e\u011fitimin sonunda Python ve veri bilimialan\u0131nda sa\u011flam bir ba\u015flang\u0131\u00e7 yapacaks\u0131n\u0131z.<\/p>\n\n\n\n<p><strong>Kat\u0131l\u0131mc\u0131lar i\u00e7in \u00f6n \u015fartlar<\/strong><\/p>\n\n\n\n<p>Bu e\u011fitim i\u00e7in \u00f6zel bir \u00f6n \u015fart aranmamaktad\u0131r. Ancak, veri bilimine ve Python programlamaya ilgi duyan, analitik d\u00fc\u015f\u00fcnme ve problem \u00e7\u00f6zme yetene\u011fi olan ve \u00f6\u011frenmeye hevesli herkesi memnuniyetle kar\u015f\u0131l\u0131yoruz. Python ve veri bilimi konusunda sa\u011flam bir temel olu\u015fturmay\u0131 hedefleyen herkesi bu e\u011fitime bekliyoruz.<\/p>\n\n\n\n<p><strong>Kat\u0131l\u0131mc\u0131lar\u0131n e\u011fitime bilgisayar d\u0131\u015f\u0131nda getirmesi gereken donan\u0131m\/yaz\u0131l\u0131m<\/strong><\/p>\n\n\n\n<p>E\u011fitim s\u00fcresince \u00f6zg\u00fcr bir yaz\u0131l\u0131m olan Jupyter Notebook&#8217;u kullanaca\u011f\u0131z. E\u011fitimin ba\u015f\u0131nda detayl\u0131 bir \u015fekilde bu uygulaman\u0131n kurulumuna ve kullan\u0131m\u0131na dair bilgi verece\u011fiz. Ancak, e\u011fitime h\u0131zl\u0131 bir ba\u015flang\u0131\u00e7 yapabilmemiz ad\u0131na, kat\u0131l\u0131mc\u0131lar\u0131n \u00f6nceden Jupyter Notebook&#8217;u kurmalar\u0131n\u0131 \u00f6neriyoruz. Bu sayede, e\u011fitim s\u00fcresini daha verimli bir \u015fekilde de\u011ferlendirebiliriz<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>E\u011fitim \u0130\u00e7eri\u011fi:<\/strong><br><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Jupyter Notebook Kurulumu ve Kullan\u0131m\u0131<\/li>\n\n\n\n<li>Veri Bilimine Giri\u015f: Tan\u0131m ve Kapsam<\/li>\n\n\n\n<li>Python Programlama Dili: Neden Python?<\/li>\n\n\n\n<li>Python Temelleri: Veri Tipleri ve De\u011fi\u015fkenler<\/li>\n\n\n\n<li>Kontrol Ak\u0131\u015f\u0131: Ko\u015fullu \u0130fadeler ve D\u00f6ng\u00fcler<\/li>\n\n\n\n<li>Python&#8217;da Fonksiyonlar: Tan\u0131m, Kullan\u0131m ve \u00d6rnekler<\/li>\n\n\n\n<li>Veri Yap\u0131lar\u0131: Listeler, Tuple&#8217;lar, S\u00f6zl\u00fckler ve Setler<\/li>\n\n\n\n<li>Comprehension Kullan\u0131m\u0131: List, Dictionary ve Set Comprehensions<\/li>\n\n\n\n<li>Veri Biliminde Python: Numpy, Pandas ve Matplotlib ile Veri Analizi<\/li>\n\n\n\n<li>\u00d6rnek Veri Bilimi Projesi: Veri Temizleme, Analiz ve G\u00f6rselle\u015ftirme<\/li>\n\n\n\n<li>M\u00fclakat Haz\u0131rl\u0131\u011f\u0131: \u00d6rnek Sorunlar ve \u00c7\u00f6z\u00fcmleri<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n<a href=\"https:\/\/kayit.linux.org.tr\" target=\"_blank\" class=\"btn btn-lyk\">Ba\u015fvur<\/a>\n","protected":false},"excerpt":{"rendered":"<p>E\u011fitmenler: Muhammet An\u0131l Ya\u011f\u0131z, Gonca \u00d6zmen Python&#8217;un temel prensiplerini ve veri bilimi uygulamalar\u0131n\u0131 ele alaca\u011f\u0131z. E\u011fitim s\u00fcrecinde, temel Python konular\u0131, veri analizi i\u00e7in \u00f6nemli k\u00fct\u00fcphaneler ve comprehension teknikleri \u00fczerinde duraca\u011f\u0131z. Pratik deneyim kazanmak ad\u0131na bir veri bilimi projesi \u00fczerinde \u00e7al\u0131\u015faca\u011f\u0131z ve m\u00fclakat becerilerinizi geli\u015ftirmek i\u00e7in \u00f6rnek sorunlar\u0131 \u00e7\u00f6zece\u011fiz. Bu e\u011fitimin sonunda Python ve veri bilimialan\u0131nda [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":11,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-426","page","type-page","status-publish","hentry"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/kamp.linux.org.tr\/2023-yaz\/wp-json\/wp\/v2\/pages\/426","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kamp.linux.org.tr\/2023-yaz\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/kamp.linux.org.tr\/2023-yaz\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/kamp.linux.org.tr\/2023-yaz\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/kamp.linux.org.tr\/2023-yaz\/wp-json\/wp\/v2\/comments?post=426"}],"version-history":[{"count":5,"href":"https:\/\/kamp.linux.org.tr\/2023-yaz\/wp-json\/wp\/v2\/pages\/426\/revisions"}],"predecessor-version":[{"id":689,"href":"https:\/\/kamp.linux.org.tr\/2023-yaz\/wp-json\/wp\/v2\/pages\/426\/revisions\/689"}],"up":[{"embeddable":true,"href":"https:\/\/kamp.linux.org.tr\/2023-yaz\/wp-json\/wp\/v2\/pages\/11"}],"wp:attachment":[{"href":"https:\/\/kamp.linux.org.tr\/2023-yaz\/wp-json\/wp\/v2\/media?parent=426"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}