{"id":2699,"date":"2024-11-02T05:30:16","date_gmt":"2024-11-02T02:30:16","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin\/"},"modified":"2024-11-02T05:30:16","modified_gmt":"2024-11-02T02:30:16","slug":"en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin\/","title":{"rendered":"En \u00c7ok K\u00fc\u00e7\u00fcmsenen 5 Python K\u00fct\u00fcphanesi: Hemen Kullanmaya Ba\u015flay\u0131n!"},"content":{"rendered":"<p>En \u00c7ok K\u00fc\u00e7\u00fcmsenen 5 Python K\u00fct\u00fcphanesi: Hemen Kullanmaya Ba\u015flay\u0131n!<\/p>\n<p>Python, geni\u015f kapsaml\u0131 k\u00fct\u00fcphane ekosistemi ile bilinir. Bu k\u00fct\u00fcphaneler, her t\u00fcrl\u00fc g\u00f6revi otomatikle\u015ftirmek ve karma\u015f\u0131k problemleri \u00e7\u00f6zmek i\u00e7in g\u00fc\u00e7l\u00fc ara\u00e7lar sunar. Ancak, her zaman g\u00f6z \u00f6n\u00fcnde olan birka\u00e7 pop\u00fcler k\u00fct\u00fcphane varken, pek \u00e7ok gizli m\u00fccevher k\u00fct\u00fcphane de vard\u0131r. Bu k\u00fct\u00fcphaneler, belirli g\u00f6revler i\u00e7in ola\u011fan\u00fcst\u00fc performans sergilerken, genellikle g\u00f6lgede kal\u0131r.<\/p>\n<p>Bu makalede, hemen kullanmaya ba\u015flaman\u0131z gereken 5 underrated Python k\u00fct\u00fcphanesini inceleyece\u011fiz. Bu k\u00fct\u00fcphaneler, projelerinizi h\u0131zland\u0131rmak, kod kalitenizi iyile\u015ftirmek ve Python ile \u00e7al\u0131\u015fma \u015feklinizi yeniden tan\u0131mlamak i\u00e7in harika f\u0131rsatlar sunar.<\/p>\n<h2>1.  **PyYAML**<\/h2>\n<p>YAML (YAML Ain&#8217;t Markup Language) bir veri serializasyon dili ve format\u0131d\u0131r. Python&#8217;da YAML dosyalar\u0131n\u0131 okumak ve yazmak i\u00e7in en yayg\u0131n kullan\u0131lan k\u00fct\u00fcphane PyYAML&#8217;dir.<\/p>\n<h3>PyYAML&#8217;in Faydalar\u0131<\/h3>\n<ul>\n<li><strong>Kolay okunabilirlik:<\/strong> YAML, basit ve insan taraf\u0131ndan okunabilir bir s\u00f6zdizimi kullanarak verileri temsil eder. Bu, yap\u0131land\u0131rma dosyalar\u0131n\u0131 okumay\u0131 ve d\u00fczenlemeyi kolayla\u015ft\u0131r\u0131r.<\/li>\n<li><strong>Veri hiyerar\u015fisini destekler:<\/strong> YAML, listeler, s\u00f6zl\u00fckler ve di\u011fer veri yap\u0131lar\u0131 gibi karma\u015f\u0131k veri yap\u0131lar\u0131n\u0131 temsil etmenize olanak tan\u0131r.<\/li>\n<li><strong>Python ile sorunsuz entegrasyon:<\/strong> PyYAML k\u00fct\u00fcphanesi Python ile m\u00fckemmel bir \u015fekilde entegre olur ve YAML verilerini Python nesnelerine d\u00f6n\u00fc\u015ft\u00fcrmeyi kolayla\u015ft\u0131r\u0131r.<\/li>\n<\/ul>\n<h3>PyYAML Kullan\u0131m \u00d6rne\u011fi<\/h3>\n<p>&#8220;`python<br \/>\nimport yaml<\/p>\n<p># YAML dosyas\u0131ndan veri okuma<br \/>\nwith open(&#8220;config.yaml&#8221;, &#8220;r&#8221;) as f:<br \/>\n    data = yaml.safe_load(f)<\/p>\n<p># Verileri yazd\u0131rma<br \/>\nprint(data)<br \/>\n&#8220;`<\/p>\n<h3>PyYAML&#8217;in Kullan\u0131ld\u0131\u011f\u0131 Alanlar<\/h3>\n<p>PyYAML, yap\u0131land\u0131rma dosyalar\u0131, veri analizi, API entegrasyonu ve daha bir\u00e7ok alanda yayg\u0131n olarak kullan\u0131l\u0131r.<\/p>\n<h2>2. **Rich**<\/h2>\n<p>Rich k\u00fct\u00fcphanesi, terminale zengin ve g\u00f6rsel olarak \u00e7ekici \u00e7\u0131kt\u0131lar\u0131 g\u00f6r\u00fcnt\u00fclemek i\u00e7in kullan\u0131l\u0131r. Bu, terminalinizdeki \u00e7\u0131kt\u0131n\u0131z\u0131 geli\u015ftirmek ve daha etkile\u015fimli hale getirmek i\u00e7in harika bir yoldur.<\/p>\n<h3>Rich&#8217;in Faydalar\u0131<\/h3>\n<ul>\n<li><strong>Renkli ve bi\u00e7imlendirilmi\u015f \u00e7\u0131kt\u0131:<\/strong> Rich, metni zenginle\u015ftirmek i\u00e7in renk, stil, bi\u00e7imlendirme ve daha bir\u00e7ok \u00f6zellik sunar.<\/li>\n<li><strong>Tablolar:<\/strong> Karma\u015f\u0131k verileri tablolar halinde d\u00fczenli ve okunakl\u0131 bir \u015fekilde sunar.<\/li>\n<li><strong>\u0130lerleme \u00e7ubuklar\u0131:<\/strong> Uzun s\u00fcre\u00e7lerin ilerlemesini g\u00f6rselle\u015ftirmenizi sa\u011flar.<\/li>\n<li><strong>Markdown deste\u011fi:<\/strong> Markdown dosyalar\u0131n\u0131 do\u011frudan terminale render eder.<\/li>\n<\/ul>\n<h3>Rich Kullan\u0131m \u00d6rne\u011fi<\/h3>\n<p>&#8220;`python<br \/>\nfrom rich import print<\/p>\n<p>print(&#8220;[bold blue]Merhaba D\u00fcnya![\/]&#8221;)<br \/>\nprint(f&#8221;[green]Bu [red]renkli[\/] bir mesajd\u0131r.[\/]&#8221;)<br \/>\n&#8220;`<\/p>\n<h3>Rich&#8217;in Kullan\u0131ld\u0131\u011f\u0131 Alanlar<\/h3>\n<p>Rich, hata ay\u0131klama, loglama, raporlama ve daha bir\u00e7ok alanda faydal\u0131d\u0131r.<\/p>\n<h2>3. **Requests**<\/h2>\n<p>Requests k\u00fct\u00fcphanesi, Python ile HTTP isteklerini g\u00f6ndermek i\u00e7in olmazsa olmaz bir ara\u00e7t\u0131r. HTTP isteklerini g\u00f6ndermeyi kolayla\u015ft\u0131r\u0131r ve API ile etkile\u015fim kurmay\u0131 basitle\u015ftirir.<\/p>\n<h3>Requests&#8217;in Faydalar\u0131<\/h3>\n<ul>\n<li><strong>Kullan\u0131c\u0131 dostu API:<\/strong> Requests, HTTP isteklerini g\u00f6ndermeyi olduk\u00e7a basit hale getirir.<\/li>\n<li><strong>Farkl\u0131 HTTP metotlar\u0131n\u0131 destekler:<\/strong> GET, POST, PUT, DELETE ve daha bir\u00e7ok HTTP metotunu destekler.<\/li>\n<li><strong>Kolayca HTTP ba\u015fl\u0131klar\u0131n\u0131 ayarlama:<\/strong> \u0130ste\u011fe \u00f6zelle\u015ftirilmi\u015f ba\u015fl\u0131klar eklemenizi sa\u011flar.<\/li>\n<li><strong>Yan\u0131tlar\u0131 i\u015flemek i\u00e7in yard\u0131mc\u0131 fonksiyonlar:<\/strong> Yan\u0131t kodlar\u0131n\u0131, ba\u015fl\u0131klar\u0131 ve i\u00e7eri\u011fi kolayca i\u015flemek i\u00e7in yard\u0131mc\u0131 fonksiyonlar sunar.<\/li>\n<\/ul>\n<h3>Requests Kullan\u0131m \u00d6rne\u011fi<\/h3>\n<p>&#8220;`python<br \/>\nimport requests<\/p>\n<p># GET iste\u011fi g\u00f6nderme<br \/>\nresponse = requests.get(&#8220;https:\/\/www.fatihsoysal.com&#8221;)<\/p>\n<p># Yan\u0131t kodunu yazd\u0131rma<br \/>\nprint(response.status_code)<\/p>\n<p># Yan\u0131t i\u00e7eri\u011fini yazd\u0131rma<br \/>\nprint(response.text)<br \/>\n&#8220;`<\/p>\n<h3>Requests&#8217;in Kullan\u0131ld\u0131\u011f\u0131 Alanlar<\/h3>\n<p>Requests, web scraping, API entegrasyonu, otomasyon ve daha bir\u00e7ok alanda kullan\u0131l\u0131r.<\/p>\n<h2>4. **NumPy**<\/h2>\n<p>NumPy (Numerical Python) k\u00fct\u00fcphanesi, Python&#8217;da bilimsel hesaplama ve veri analizi i\u00e7in olmazsa olmaz bir ara\u00e7t\u0131r.<\/p>\n<h3>NumPy&#8217;nin Faydalar\u0131<\/h3>\n<ul>\n<li><strong>N-boyutlu diziler:<\/strong> NumPy, performansl\u0131 n-boyutlu dizi veri yap\u0131s\u0131n\u0131 sa\u011flar.<\/li>\n<li><strong>Matematiksel i\u015flemler:<\/strong> Diziler \u00fczerinde vekt\u00f6rle\u015ftirme i\u015flemlerini etkin bir \u015fekilde y\u00fcr\u00fctmek i\u00e7in geni\u015f bir matematiksel fonksiyon koleksiyonu sunar.<\/li>\n<li><strong>Rastgele say\u0131 \u00fcretme:<\/strong> Rastgele say\u0131lar \u00fcretmek i\u00e7in i\u015flevler sa\u011flar.<\/li>\n<li><strong>Dosya i\u015flemleri:<\/strong> Veri dosyalar\u0131n\u0131 y\u00fcklemek ve kaydetmek i\u00e7in yard\u0131mc\u0131 fonksiyonlar sunar.<\/li>\n<\/ul>\n<h3>NumPy Kullan\u0131m \u00d6rne\u011fi<\/h3>\n<p>&#8220;`python<br \/>\nimport numpy as np<\/p>\n<p># Dizi olu\u015fturma<br \/>\narray = np.array([1, 2, 3, 4, 5])<\/p>\n<p># Dizinin ortalamas\u0131n\u0131 hesaplama<br \/>\nmean = np.mean(array)<\/p>\n<p># Dizinin standart sapmas\u0131n\u0131 hesaplama<br \/>\nstd = np.std(array)<\/p>\n<p># Dizinin elemanlar\u0131n\u0131 2 ile \u00e7arpma<br \/>\narray = array * 2<\/p>\n<p># Dizinin elemanlar\u0131n\u0131 yazd\u0131rma<br \/>\nprint(array)<br \/>\n&#8220;`<\/p>\n<h3>NumPy&#8217;nin Kullan\u0131ld\u0131\u011f\u0131 Alanlar<\/h3>\n<p>NumPy, makine \u00f6\u011frenmesi, veri bilimi, g\u00f6r\u00fcnt\u00fc i\u015fleme, sinyal i\u015fleme ve daha bir\u00e7ok alanda kullan\u0131l\u0131r.<\/p>\n<h2>5. **pytest**<\/h2>\n<p>pytest k\u00fct\u00fcphanesi, Python i\u00e7in g\u00fc\u00e7l\u00fc bir test \u00e7er\u00e7evesidir. Test yazmay\u0131 kolayla\u015ft\u0131r\u0131r ve kodunuzun kalitesini art\u0131rman\u0131za yard\u0131mc\u0131 olur.<\/p>\n<h3>pytest&#8217;in Faydalar\u0131<\/h3>\n<ul>\n<li><strong>Basit ve sezgisel s\u00f6zdizimi:<\/strong> pytest, testler yazmay\u0131 olduk\u00e7a kolayla\u015ft\u0131r\u0131r.<\/li>\n<li><strong>\u00c7ok \u00e7e\u015fitli yard\u0131mc\u0131 fonksiyonlar:<\/strong> Testleri d\u00fczenleme, y\u00fcr\u00fctme ve raporlama i\u00e7in \u00e7ok \u00e7e\u015fitli yard\u0131mc\u0131 fonksiyonlar sunar.<\/li>\n<li><strong>Farkl\u0131 test t\u00fcrlerini destekler:<\/strong> Fonksiyonel testler, \u00fcnite testleri ve entegrasyon testleri gibi farkl\u0131 test t\u00fcrlerini destekler.<\/li>\n<li><strong>Paralel test y\u00fcr\u00fctme:<\/strong> Testleri paralel olarak \u00e7al\u0131\u015ft\u0131rmak i\u00e7in destek sa\u011flar.<\/li>\n<\/ul>\n<h3>pytest Kullan\u0131m \u00d6rne\u011fi<\/h3>\n<p>&#8220;`python<br \/>\ndef test_toplama():<br \/>\n    assert 1 + 2 == 3<\/p>\n<p>def test_cikarisma():<br \/>\n    assert 5 &#8211; 3 == 2<br \/>\n&#8220;`<\/p>\n<h3>pytest&#8217;in Kullan\u0131ld\u0131\u011f\u0131 Alanlar<\/h3>\n<p>pytest, yaz\u0131l\u0131m geli\u015ftirmenin her a\u015famas\u0131nda, kod kalitesini sa\u011flamak i\u00e7in kullan\u0131labilir.<\/p>\n<h2>Sonu\u00e7<\/h2>\n<p>Python&#8217;\u0131n sundu\u011fu geni\u015f k\u00fct\u00fcphane ekosistemi, her projeye uygun bir ara\u00e7 bulman\u0131z\u0131 sa\u011flar. Bu makalede ele ald\u0131\u011f\u0131m\u0131z 5 underrated k\u00fct\u00fcphane, projelerinizi h\u0131zland\u0131rmak, kod kalitenizi art\u0131rmak ve Python&#8217;da daha verimli \u00e7al\u0131\u015fman\u0131za yard\u0131mc\u0131 olmak i\u00e7in de\u011ferli ara\u00e7lar sunar. Bu k\u00fct\u00fcphaneleri ke\u015ffetmek i\u00e7in zaman ay\u0131rman\u0131z\u0131 ve projelerinizde kullanmaya ba\u015flaman\u0131z\u0131 \u00f6neririm. Daha fazla bilgi i\u00e7in <a href=\"https:\/\/fatihsoysal.com\/\">web sitemi<\/a> ziyaret edebilirsiniz. <\/p>\n","protected":false},"excerpt":{"rendered":"En \u00c7ok K\u00fc\u00e7\u00fcmsenen 5 Python K\u00fct\u00fcphanesi: Hemen Kullanmaya Ba\u015flay\u0131n! Python, geni\u015f kapsaml\u0131 k\u00fct\u00fcphane ekosistemi ile bilinir. Bu k\u00fct\u00fcphaneler,&hellip;","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_page_header_type":"","csco_page_load_nextpost":"","csco_page_subscribe_form":"","csco_page_contact_form":"","footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-2699","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.5 (Yoast SEO v25.3.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>En \u00c7ok K\u00fc\u00e7\u00fcmsenen 5 Python K\u00fct\u00fcphanesi: Hemen Kullanmaya Ba\u015flay\u0131n!<\/title>\n<meta name=\"description\" content=\"Python, geni\u015f kapsaml\u0131 k\u00fct\u00fcphane ekosistemi ile bilinir. Bu k\u00fct\u00fcphaneler, her t\u00fcrl\u00fc g\u00f6revi otomatikle\u015ftirmek ve karma\u015f\u0131k problemleri \u00e7\u00f6zmek i\u00e7in g\u00fc\u00e7l\u00fc ara\u00e7lar sunar. Ancak, her zaman g\u00f6z \u00f6n\u00fcnde olan birka\u00e7 pop\u00fcler k\u00fct\u00fcphane varken, pek \u00e7ok gizli m\u00fccevher k\u00fct\u00fcphane de vard\u0131r. Bu k\u00fct\u00fcphaneler, belirli g\u00f6revler i\u00e7in ola\u011fan\u00fcst\u00fc performans sergilerken, genellikle g\u00f6lgede kal\u0131r.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fatihsoysal.com\/blog\/en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"En \u00c7ok K\u00fc\u00e7\u00fcmsenen 5 Python K\u00fct\u00fcphanesi: Hemen Kullanmaya Ba\u015flay\u0131n!\" \/>\n<meta property=\"og:description\" content=\"Python, geni\u015f kapsaml\u0131 k\u00fct\u00fcphane ekosistemi ile bilinir. Bu k\u00fct\u00fcphaneler, her t\u00fcrl\u00fc g\u00f6revi otomatikle\u015ftirmek ve karma\u015f\u0131k problemleri \u00e7\u00f6zmek i\u00e7in g\u00fc\u00e7l\u00fc ara\u00e7lar sunar. Ancak, her zaman g\u00f6z \u00f6n\u00fcnde olan birka\u00e7 pop\u00fcler k\u00fct\u00fcphane varken, pek \u00e7ok gizli m\u00fccevher k\u00fct\u00fcphane de vard\u0131r. Bu k\u00fct\u00fcphaneler, belirli g\u00f6revler i\u00e7in ola\u011fan\u00fcst\u00fc performans sergilerken, genellikle g\u00f6lgede kal\u0131r.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-02T02:30:16+00:00\" \/>\n<meta name=\"author\" content=\"Fatih Soysal\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fatih Soysal\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"En \u00c7ok K\u00fc\u00e7\u00fcmsenen 5 Python K\u00fct\u00fcphanesi: Hemen Kullanmaya Ba\u015flay\u0131n!\",\"datePublished\":\"2024-11-02T02:30:16+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin\/\"},\"wordCount\":1013,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin\/#respond\"]}],\"copyrightYear\":\"2024\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin\/\",\"name\":\"En \u00c7ok K\u00fc\u00e7\u00fcmsenen 5 Python K\u00fct\u00fcphanesi: Hemen Kullanmaya Ba\u015flay\u0131n!\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2024-11-02T02:30:16+00:00\",\"description\":\"Python, geni\u015f kapsaml\u0131 k\u00fct\u00fcphane ekosistemi ile bilinir. Bu k\u00fct\u00fcphaneler, her t\u00fcrl\u00fc g\u00f6revi otomatikle\u015ftirmek ve karma\u015f\u0131k problemleri \u00e7\u00f6zmek i\u00e7in g\u00fc\u00e7l\u00fc ara\u00e7lar sunar. Ancak, her zaman g\u00f6z \u00f6n\u00fcnde olan birka\u00e7 pop\u00fcler k\u00fct\u00fcphane varken, pek \u00e7ok gizli m\u00fccevher k\u00fct\u00fcphane de vard\u0131r. Bu k\u00fct\u00fcphaneler, belirli g\u00f6revler i\u00e7in ola\u011fan\u00fcst\u00fc performans sergilerken, genellikle g\u00f6lgede kal\u0131r.\",\"breadcrumb\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Anasayfa\",\"item\":\"https:\/\/fatihsoysal.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"En \u00c7ok K\u00fc\u00e7\u00fcmsenen 5 Python K\u00fct\u00fcphanesi: Hemen Kullanmaya Ba\u015flay\u0131n!\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/\",\"name\":\"Fatihsoysal.com\",\"description\":\"Blog - Yaz\u0131l\u0131m D\u00fcnyas\u0131 Tecr\u00fcbelerim\",\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/fatihsoysal.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"tr\"},{\"@type\":[\"Person\",\"Organization\"],\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\",\"name\":\"Fatih Soysal\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png\",\"contentUrl\":\"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png\",\"width\":512,\"height\":512,\"caption\":\"Fatih Soysal\"},\"logo\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/\"},\"description\":\"Kullan\u0131m ve kodlama m\u00fckemmeliyetini odak alan uygulamalar olu\u015fturma deneyimine sahip, profesyonel olarak 15+ y\u0131l \u00fczeri deneyime sahip bir yaz\u0131l\u0131m m\u00fchendisi.\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"En \u00c7ok K\u00fc\u00e7\u00fcmsenen 5 Python K\u00fct\u00fcphanesi: Hemen Kullanmaya Ba\u015flay\u0131n!","description":"Python, geni\u015f kapsaml\u0131 k\u00fct\u00fcphane ekosistemi ile bilinir. Bu k\u00fct\u00fcphaneler, her t\u00fcrl\u00fc g\u00f6revi otomatikle\u015ftirmek ve karma\u015f\u0131k problemleri \u00e7\u00f6zmek i\u00e7in g\u00fc\u00e7l\u00fc ara\u00e7lar sunar. Ancak, her zaman g\u00f6z \u00f6n\u00fcnde olan birka\u00e7 pop\u00fcler k\u00fct\u00fcphane varken, pek \u00e7ok gizli m\u00fccevher k\u00fct\u00fcphane de vard\u0131r. Bu k\u00fct\u00fcphaneler, belirli g\u00f6revler i\u00e7in ola\u011fan\u00fcst\u00fc performans sergilerken, genellikle g\u00f6lgede kal\u0131r.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/fatihsoysal.com\/blog\/en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin\/","og_locale":"tr_TR","og_type":"article","og_title":"En \u00c7ok K\u00fc\u00e7\u00fcmsenen 5 Python K\u00fct\u00fcphanesi: Hemen Kullanmaya Ba\u015flay\u0131n!","og_description":"Python, geni\u015f kapsaml\u0131 k\u00fct\u00fcphane ekosistemi ile bilinir. Bu k\u00fct\u00fcphaneler, her t\u00fcrl\u00fc g\u00f6revi otomatikle\u015ftirmek ve karma\u015f\u0131k problemleri \u00e7\u00f6zmek i\u00e7in g\u00fc\u00e7l\u00fc ara\u00e7lar sunar. Ancak, her zaman g\u00f6z \u00f6n\u00fcnde olan birka\u00e7 pop\u00fcler k\u00fct\u00fcphane varken, pek \u00e7ok gizli m\u00fccevher k\u00fct\u00fcphane de vard\u0131r. Bu k\u00fct\u00fcphaneler, belirli g\u00f6revler i\u00e7in ola\u011fan\u00fcst\u00fc performans sergilerken, genellikle g\u00f6lgede kal\u0131r.","og_url":"https:\/\/fatihsoysal.com\/blog\/en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin\/","og_site_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","article_published_time":"2024-11-02T02:30:16+00:00","author":"Fatih Soysal","twitter_card":"summary_large_image","twitter_misc":{"Yazan:":"Fatih Soysal","Tahmini okuma s\u00fcresi":"5 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/fatihsoysal.com\/blog\/en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin\/#article","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin\/"},"author":{"name":"Fatih Soysal","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"headline":"En \u00c7ok K\u00fc\u00e7\u00fcmsenen 5 Python K\u00fct\u00fcphanesi: Hemen Kullanmaya Ba\u015flay\u0131n!","datePublished":"2024-11-02T02:30:16+00:00","mainEntityOfPage":{"@id":"https:\/\/fatihsoysal.com\/blog\/en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin\/"},"wordCount":1013,"commentCount":0,"publisher":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"inLanguage":"tr","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/fatihsoysal.com\/blog\/en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin\/#respond"]}],"copyrightYear":"2024","copyrightHolder":{"@id":"https:\/\/fatihsoysal.com\/blog\/#organization"}},{"@type":"WebPage","@id":"https:\/\/fatihsoysal.com\/blog\/en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin\/","url":"https:\/\/fatihsoysal.com\/blog\/en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin\/","name":"En \u00c7ok K\u00fc\u00e7\u00fcmsenen 5 Python K\u00fct\u00fcphanesi: Hemen Kullanmaya Ba\u015flay\u0131n!","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/#website"},"datePublished":"2024-11-02T02:30:16+00:00","description":"Python, geni\u015f kapsaml\u0131 k\u00fct\u00fcphane ekosistemi ile bilinir. Bu k\u00fct\u00fcphaneler, her t\u00fcrl\u00fc g\u00f6revi otomatikle\u015ftirmek ve karma\u015f\u0131k problemleri \u00e7\u00f6zmek i\u00e7in g\u00fc\u00e7l\u00fc ara\u00e7lar sunar. Ancak, her zaman g\u00f6z \u00f6n\u00fcnde olan birka\u00e7 pop\u00fcler k\u00fct\u00fcphane varken, pek \u00e7ok gizli m\u00fccevher k\u00fct\u00fcphane de vard\u0131r. Bu k\u00fct\u00fcphaneler, belirli g\u00f6revler i\u00e7in ola\u011fan\u00fcst\u00fc performans sergilerken, genellikle g\u00f6lgede kal\u0131r.","breadcrumb":{"@id":"https:\/\/fatihsoysal.com\/blog\/en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/fatihsoysal.com\/blog\/en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/fatihsoysal.com\/blog\/en-cok-kucumsenen-5-python-kutuphanesi-hemen-kullanmaya-baslayin\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Anasayfa","item":"https:\/\/fatihsoysal.com\/blog\/"},{"@type":"ListItem","position":2,"name":"En \u00c7ok K\u00fc\u00e7\u00fcmsenen 5 Python K\u00fct\u00fcphanesi: Hemen Kullanmaya Ba\u015flay\u0131n!"}]},{"@type":"WebSite","@id":"https:\/\/fatihsoysal.com\/blog\/#website","url":"https:\/\/fatihsoysal.com\/blog\/","name":"Fatihsoysal.com","description":"Blog - Yaz\u0131l\u0131m D\u00fcnyas\u0131 Tecr\u00fcbelerim","publisher":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/fatihsoysal.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"tr"},{"@type":["Person","Organization"],"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1","name":"Fatih Soysal","image":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png","contentUrl":"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png","width":512,"height":512,"caption":"Fatih Soysal"},"logo":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/"},"description":"Kullan\u0131m ve kodlama m\u00fckemmeliyetini odak alan uygulamalar olu\u015fturma deneyimine sahip, profesyonel olarak 15+ y\u0131l \u00fczeri deneyime sahip bir yaz\u0131l\u0131m m\u00fchendisi.","url":"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/"}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts\/2699","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/comments?post=2699"}],"version-history":[{"count":0,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts\/2699\/revisions"}],"wp:attachment":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/media?parent=2699"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/categories?post=2699"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/tags?post=2699"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}