{"id":37698,"date":"2026-01-12T22:40:53","date_gmt":"2026-01-12T19:40:53","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/?p=37698"},"modified":"2026-01-12T22:40:53","modified_gmt":"2026-01-12T19:40:53","slug":"anacondayi-ubuntu-18-04-uzerine-kurulum-rehberi-hizli-baslangic","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/anacondayi-ubuntu-18-04-uzerine-kurulum-rehberi-hizli-baslangic\/","title":{"rendered":"Anaconda’y\u0131 Ubuntu 18.04 \u00dczerine Kurulum Rehberi [H\u0131zl\u0131 Ba\u015flang\u0131\u00e7]"},"content":{"rendered":"

<\/p>\n

Anaconda’y\u0131 Ubuntu 18.04 \u00dczerine Kurulum Rehberi [H\u0131zl\u0131 Ba\u015flang\u0131\u00e7]<\/h2>\n

Giri\u015f: Veri Bilimi \u0130\u00e7in G\u00fc\u00e7l\u00fc Bir Ba\u015flang\u0131\u00e7<\/h3>\n

Veri bilimi, makine \u00f6\u011frenimi ve yapay zeka alanlar\u0131 g\u00fcn\u00fcm\u00fcz teknolojisinde h\u0131zla y\u00fckselen ve b\u00fcy\u00fck bir etki yaratan disiplinlerdir. Bu alanlarda \u00e7al\u0131\u015fan geli\u015ftiriciler ve ara\u015ft\u0131rmac\u0131lar i\u00e7in verimli bir geli\u015ftirme ortam\u0131 kurmak, projelerin ba\u015far\u0131s\u0131 a\u00e7\u0131s\u0131ndan kritik \u00f6neme sahiptir. Python ve R gibi programlama dilleri, bu alanlardaki en pop\u00fcler ara\u00e7lard\u0131r ve bu dillerin paketlerini, ba\u011f\u0131ml\u0131l\u0131klar\u0131n\u0131 ve ortamlar\u0131n\u0131 y\u00f6netmek zaman zaman karma\u015f\u0131k bir hal alabilir. \u0130\u015fte tam bu noktada Anaconda devreye girer.<\/p>\n

Anaconda, Python ve R i\u00e7in bilimsel hesaplama, veri bilimi ve makine \u00f6\u011frenimi alanlar\u0131nda kullan\u0131lan paketlerin ve ba\u011f\u0131ml\u0131l\u0131klar\u0131n y\u00f6netimini kolayla\u015ft\u0131ran kapsaml\u0131 bir da\u011f\u0131t\u0131md\u0131r. Y\u00fczlerce \u00f6nceden y\u00fcklenmi\u015f pop\u00fcler paket (NumPy, Pandas, Scikit-learn, Matplotlib, Jupyter Notebook vb.) ile birlikte gelir ve kullan\u0131c\u0131lar\u0131n farkl\u0131 projeler i\u00e7in izole edilmi\u015f sanal ortamlar olu\u015fturmas\u0131na olanak tan\u0131r. Bu sayede, farkl\u0131 projelerin farkl\u0131 paket versiyonlar\u0131na ihtiya\u00e7 duymas\u0131 durumunda ortaya \u00e7\u0131kabilecek ba\u011f\u0131ml\u0131l\u0131k \u00e7ak\u0131\u015fmalar\u0131 kolayca \u00e7\u00f6z\u00fclebilir. Anaconda’n\u0131n sundu\u011fu conda<\/code> paket ve ortam y\u00f6neticisi, bu s\u00fcre\u00e7leri olduk\u00e7a basitle\u015ftirir.<\/p>\n

Bu makalede, Ubuntu 18.04 i\u015fletim sistemi \u00fczerinde Anaconda’n\u0131n nas\u0131l kurulaca\u011f\u0131n\u0131 ad\u0131m ad\u0131m, detayl\u0131 bir \u015fekilde ele alaca\u011f\u0131z. Ubuntu 18.04, uzun s\u00fcreli destek (LTS) sa\u011flayan ve sunucu ile masa\u00fcst\u00fc ortamlar\u0131nda yayg\u0131n olarak kullan\u0131lan stabil bir Linux da\u011f\u0131t\u0131m\u0131d\u0131r. Bu nedenle, bir\u00e7ok geli\u015ftirici ve kurulu\u015f i\u00e7in tercih edilen bir platformdur. Kurulum s\u00fcrecinin yan\u0131 s\u0131ra, Anaconda’n\u0131n temel kullan\u0131m\u0131na, ortam ve paket y\u00f6netimine dair \u00f6nemli bilgiler de payla\u015f\u0131lacakt\u0131r. Amac\u0131m\u0131z, bu rehberi takip eden herkesin Ubuntu 18.04 \u00fczerinde sorunsuz bir Anaconda kurulumu ger\u00e7ekle\u015ftirmesini ve veri bilimi yolculu\u011funa g\u00fcvenle ba\u015flamas\u0131n\u0131 sa\u011flamakt\u0131r.<\/p>\n

\u00d6n Gereksinimler<\/h3>\n

Anaconda kurulumuna ba\u015flamadan \u00f6nce baz\u0131 temel gereksinimleri kar\u015f\u0131lad\u0131\u011f\u0131n\u0131zdan emin olmal\u0131s\u0131n\u0131z:<\/p>\n

* Ubuntu 18.04 \u0130\u015fletim Sistemi:<\/strong> Fiziksel bir makineye, sanal makineye (VirtualBox, VMware gibi) veya bir bulut sunucusuna kurulu aktif bir Ubuntu 18.04 (Bionic Beaver) sistemine sahip olmal\u0131s\u0131n\u0131z.
\n* Sudo Yetkisine Sahip Kullan\u0131c\u0131:<\/strong> Kurulum i\u015flemleri ve sistem g\u00fcncellemeleri i\u00e7in sudo<\/code> (superuser do) komutunu kullanma yetkisine sahip bir kullan\u0131c\u0131 hesab\u0131n\u0131z olmal\u0131d\u0131r. Genellikle, kurulum s\u0131ras\u0131nda olu\u015fturulan ilk kullan\u0131c\u0131 bu yetkiye sahiptir.
\n* \u0130nternet Ba\u011flant\u0131s\u0131:<\/strong> Anaconda kurulum dosyas\u0131n\u0131 indirmek ve gerekli sistem g\u00fcncellemelerini yapmak i\u00e7in aktif ve stabil bir internet ba\u011flant\u0131s\u0131 gereklidir.
\n* Temel Terminal Bilgisi:<\/strong> Linux terminal komutlar\u0131n\u0131 kullanma konusunda temel d\u00fczeyde bilgi sahibi olman\u0131z, kurulum s\u00fcrecini daha rahat y\u00f6netmenizi sa\u011flayacakt\u0131r.<\/p>\n

Sistemi G\u00fcncelleme<\/h3>\n

Herhangi bir yaz\u0131l\u0131m kurulumuna ba\u015flamadan \u00f6nce sisteminizin g\u00fcncel oldu\u011fundan emin olmak her zaman iyi bir uygulamad\u0131r. Bu, potansiyel ba\u011f\u0131ml\u0131l\u0131k sorunlar\u0131n\u0131 \u00f6nler ve en son g\u00fcvenlik yamalar\u0131na sahip olman\u0131z\u0131 sa\u011flar. Terminali a\u00e7\u0131n (Ctrl+Alt+T) ve a\u015fa\u011f\u0131daki komutlar\u0131 s\u0131ras\u0131yla \u00e7al\u0131\u015ft\u0131r\u0131n:<\/p>\n

sudo apt update<\/code><\/pre>\n
Bu komut, sisteminizin paket listelerini g\u00fcnceller. Yani, hangi paketlerin hangi versiyonlar\u0131n\u0131n mevcut oldu\u011funu \u00f6\u011frenir.<\/p>\n
sudo apt upgrade -y<\/code><\/pre>\n
Bu komut ise mevcut paketleri en son s\u00fcr\u00fcmlerine y\u00fckseltir. -y<\/code> bayra\u011f\u0131, t\u00fcm sorulara otomatik olarak “evet” yan\u0131t\u0131 verilmesini sa\u011flar, b\u00f6ylece y\u00fckseltme i\u015flemi kesintiye u\u011framaz.<\/p>\n
sudo apt autoremove -y<\/code><\/pre>\n
Bu komut, art\u0131k ihtiya\u00e7 duyulmayan ba\u011f\u0131ml\u0131l\u0131klar\u0131 ve eski \u00e7ekirdekleri sistemden kald\u0131rarak disk alan\u0131n\u0131 bo\u015falt\u0131r ve sistemin daha d\u00fczenli kalmas\u0131na yard\u0131mc\u0131 olur.<\/p>\n
Anaconda Kurulum Dosyas\u0131n\u0131 \u0130ndirme<\/h3>\n
Anaconda’n\u0131n resmi web sitesinden en g\u00fcncel kurulum dosyas\u0131n\u0131 indirmek en g\u00fcvenli ve \u00f6nerilen y\u00f6ntemdir. Anaconda, Python 3.x tabanl\u0131 s\u00fcr\u00fcmlerini sunar ve genellikle 64-bit grafiksel y\u00fckleyiciyi kullan\u0131r\u0131z.<\/p>\n
1.  Anaconda \u0130ndirme Sayfas\u0131na Gitme:<\/strong>
\n    \u00d6ncelikle, bir web taray\u0131c\u0131s\u0131 a\u00e7\u0131n ve Anaconda’n\u0131n resmi indirme sayfas\u0131na gidin: [https:\/\/www.anaconda.com\/products\/individual](https:\/\/www.anaconda.com\/products\/individual)<\/p>\n
2.  Do\u011fru S\u00fcr\u00fcm\u00fc Se\u00e7me:<\/strong>
\n    \u0130ndirme sayfas\u0131nda, “Linux” ba\u015fl\u0131\u011f\u0131 alt\u0131nda “64-Bit Graphical Installer” se\u00e7ene\u011fini bulun. Genellikle, en son Python 3.x s\u00fcr\u00fcm\u00fc \u00f6ncelikli olarak \u00f6nerilir. \u0130ndirme ba\u011flant\u0131s\u0131na sa\u011f t\u0131klayarak veya do\u011frudan t\u0131klayarak indirme i\u015flemini ba\u015flatabilirsiniz.<\/p>\n
3.  wget<\/code> ile \u0130ndirme (Terminal \u00dczerinden):<\/strong>
\n    E\u011fer sunucu ortam\u0131nda \u00e7al\u0131\u015f\u0131yorsan\u0131z veya taray\u0131c\u0131 kullanmak istemiyorsan\u0131z, kurulum dosyas\u0131n\u0131 wget<\/code> komutu ile do\u011frudan terminal \u00fczerinden indirebilirsiniz. \u0130ndirme sayfas\u0131ndaki Linux 64-bit installer linkini kopyalay\u0131n. \u00d6rnek olarak, Python 3.9 tabanl\u0131 bir s\u00fcr\u00fcm i\u00e7in komut \u015f\u00f6yle g\u00f6r\u00fcnecektir (versiyon numaras\u0131 zamanla de\u011fi\u015febilir, l\u00fctfen g\u00fcncel ba\u011flant\u0131y\u0131 kontrol edin):<\/p>\n
wget https:\/\/repo.anaconda.com\/archive\/Anaconda3-2023.09-0-Linux-x86_64.sh<\/code><\/pre>\n
    Bu komut, Anaconda kurulum dosyas\u0131n\u0131 mevcut \u00e7al\u0131\u015fma dizininize indirecektir. Genellikle bu, kullan\u0131c\u0131n\u0131n ana dizini (~\/<\/code>) olur.<\/p>\n
4.  Kurulum Dosyas\u0131n\u0131n B\u00fct\u00fcnl\u00fc\u011f\u00fcn\u00fc Do\u011frulama (\u00d6nemli Ad\u0131m):<\/strong>
\n    \u0130ndirilen dosyan\u0131n bozuk olmad\u0131\u011f\u0131ndan veya k\u00f6t\u00fc niyetli bir \u015fekilde de\u011fi\u015ftirilmedi\u011finden emin olmak i\u00e7in SHA256 sa\u011flama toplam\u0131n\u0131 kontrol etmek kritik bir g\u00fcvenlik ad\u0131m\u0131d\u0131r. Anaconda’n\u0131n indirme sayfas\u0131nda her s\u00fcr\u00fcm i\u00e7in SHA256 sa\u011flama toplam\u0131 (checksum) bilgisi bulunur. \u0130ndirdi\u011finiz dosyan\u0131n ad\u0131n\u0131 kullanarak a\u015fa\u011f\u0131daki komutu \u00e7al\u0131\u015ft\u0131r\u0131n:<\/p>\n
sha256sum Anaconda3-2023.09-0-Linux-x86_64.sh<\/code><\/pre>\n
    Komutun \u00e7\u0131kt\u0131s\u0131, web sitesinde belirtilen SHA256 de\u011feri ile ayn\u0131 olmal\u0131d\u0131r. E\u011fer farkl\u0131ysa, dosya bozuk demektir ve yeniden indirmeniz gerekir.<\/p>\n
    \u00d6rnek \u00e7\u0131kt\u0131 (bu de\u011fer Anaconda s\u00fcr\u00fcm\u00fcne g\u00f6re de\u011fi\u015fir):
\n    1a2b3c4d5e6f7a8b9c0d1e2f3a4b5c6d7e8f9a0b1c2d3e4f5a6b7c8d9e0f1a2b  Anaconda3-2023.09-0-Linux-x86_64.sh<\/code><\/p>\n
    Bu ad\u0131m, \u00f6zellikle kurumsal veya hassas projelerde \u00e7al\u0131\u015f\u0131rken g\u00f6z ard\u0131 edilmemelidir.<\/p>\n
Anaconda Kurulumunu \u00c7al\u0131\u015ft\u0131rma<\/h3>\n
Kurulum dosyas\u0131n\u0131 indirdikten ve b\u00fct\u00fcnl\u00fc\u011f\u00fcn\u00fc do\u011frulad\u0131ktan sonra, s\u0131ra kurulumu ba\u015flatmaya gelir.<\/p>\n
1.  Kurulum Dosyas\u0131na \u00c7al\u0131\u015ft\u0131rma \u0130zni Verme:<\/strong>
\n    \u0130ndirilen .sh<\/code> dosyas\u0131 bir kabuk beti\u011fidir ve \u00e7al\u0131\u015ft\u0131r\u0131labilmesi i\u00e7in y\u00fcr\u00fctme iznine sahip olmas\u0131 gerekir. E\u011fer yoksa, a\u015fa\u011f\u0131daki komutla bu izni verebilirsiniz:<\/p>\n
chmod +x Anaconda3-2023.09-0-Linux-x86_64.sh<\/code><\/pre>\n
    Dosya ad\u0131n\u0131 kendi indirdi\u011finiz versiyonla de\u011fi\u015ftirmeyi unutmay\u0131n.<\/p>\n
2.  Kurulumu Ba\u015flatma:<\/strong>
\n    \u015eimdi kurulum beti\u011fini \u00e7al\u0131\u015ft\u0131rmak i\u00e7in bash<\/code> komutunu kullan\u0131n:<\/p>\n
bash Anaconda3-2023.09-0-Linux-x86_64.sh<\/code><\/pre>\n
    Kurulum s\u00fcreci interaktif olacakt\u0131r ve size baz\u0131 sorular soracakt\u0131r:<\/p>\n
    *   Lisans S\u00f6zle\u015fmesi (License Agreement):<\/strong>
\n        Kurulum beti\u011fi sizi Anaconda lisans s\u00f6zle\u015fmesini okumaya davet edecektir. Okumak i\u00e7in “Enter” tu\u015funa bas\u0131l\u0131 tutun. S\u00f6zle\u015fmenin sonuna geldi\u011finizde, kabul edip etmedi\u011finiz sorulacakt\u0131r.
\n        Do you accept the license terms? [yes|no]<\/code>
\n        Kabul etmek i\u00e7in yes<\/code> yaz\u0131p “Enter” tu\u015funa bas\u0131n.<\/p>\n
    *   Kurulum Konumu (Installation Location):<\/strong>
\n        S\u00f6zle\u015fmeyi kabul ettikten sonra, Anaconda’n\u0131n nereye kurulaca\u011f\u0131n\u0131 belirtmeniz istenecektir. Varsay\u0131lan konum genellikle kullan\u0131c\u0131n\u0131n ana dizinindeki anaconda3<\/code> klas\u00f6r\u00fcd\u00fcr (\/home\/kullanici_adiniz\/anaconda3<\/code>). Bu konum \u00e7o\u011fu kullan\u0131c\u0131 i\u00e7in uygundur. E\u011fer farkl\u0131 bir konumda kurmak isterseniz, tam yolu belirtmeniz gerekir. Varsay\u0131lan\u0131 kabul etmek i\u00e7in sadece “Enter” tu\u015funa bas\u0131n.<\/p>\n
        Anaconda3 will now be installed into this location:<\/code>
\n        \/home\/kullanici_adiniz\/anaconda3<\/code>
\n        - Press ENTER to confirm the location<\/code>
\n        - Press CTRL-C to cancel the installation<\/code>
\n        - Or specify a different location below<\/code>
\n        [\/home\/kullanici_adiniz\/anaconda3] >>><\/code><\/p>\n
        Kurulum beti\u011fi dosyalar\u0131 belirtilen konuma \u00e7\u0131karmaya ba\u015flayacakt\u0131r. Bu i\u015flem birka\u00e7 dakika s\u00fcrebilir.<\/p>\n
    *   Anaconda’y\u0131 PATH’e Ekleme (Initialization):<\/strong>
\n        Kurulum tamamland\u0131\u011f\u0131nda, Anaconda size conda init<\/code> komutunu \u00e7al\u0131\u015ft\u0131rarak kabu\u011funuzu (shell) ba\u015flatma beti\u011fine (\u00f6rne\u011fin .bashrc<\/code>) Anaconda’y\u0131 otomatik olarak eklemek isteyip istemedi\u011finizi soracakt\u0131r. Bu, her yeni terminal a\u00e7t\u0131\u011f\u0131n\u0131zda Anaconda’n\u0131n base<\/code> ortam\u0131n\u0131n otomatik olarak etkinle\u015ftirilmesini sa\u011flar ve conda<\/code> komutlar\u0131n\u0131 do\u011frudan kullanabilmenizi sa\u011flar. Bu ad\u0131m i\u00e7in yes<\/code> yaz\u0131p “Enter” tu\u015funa basman\u0131z kesinlikle \u00f6nerilir.<\/strong><\/p>\n
        Do you wish the installer to initialize Anaconda3 by running conda init? [yes|no]<\/code>
\n        >>> yes<\/code><\/p>\n
        Bu i\u015flemden sonra, Anaconda kurulumu tamamlanm\u0131\u015ft\u0131r.<\/p>\n
Kabuk Yap\u0131land\u0131rma ve Kurulumu Do\u011frulama<\/h3>\n
Anaconda’y\u0131 PATH’e eklemeyi kabul ettiyseniz, de\u011fi\u015fikliklerin etkili olmas\u0131 i\u00e7in mevcut terminal oturumunuzu yeniden ba\u015flatman\u0131z veya .bashrc<\/code> dosyas\u0131n\u0131 yeniden kaynaklaman\u0131z gerekir.<\/p>\n
1.  Terminali Yeniden Ba\u015flatma veya Kaynaklama:<\/strong>
\n    En basit yol terminali kapat\u0131p yeniden a\u00e7makt\u0131r. Alternatif olarak, mevcut terminalde a\u015fa\u011f\u0131daki komutu \u00e7al\u0131\u015ft\u0131rabilirsiniz:<\/p>\n
source ~\/.bashrc<\/code><\/pre>\n
    Bu komut, .bashrc<\/code> dosyas\u0131ndaki de\u011fi\u015fiklikleri mevcut kabuk oturumunuza y\u00fckler.<\/p>\n
2.  Kurulumu Do\u011frulama:<\/strong>
\n    Terminali yeniden ba\u015flatt\u0131ktan veya kaynaklad\u0131ktan sonra, komut isteminizin ba\u015f\u0131nda (base)<\/code> ibaresini g\u00f6rmelisiniz. Bu, Anaconda’n\u0131n base<\/code> ortam\u0131n\u0131n ba\u015far\u0131yla etkinle\u015ftirildi\u011fi anlam\u0131na gelir. \u015eimdi birka\u00e7 komutla kurulumu do\u011frulayal\u0131m:<\/p>\n
    *   Conda S\u00fcr\u00fcm\u00fcn\u00fc Kontrol Etme:<\/strong><\/p>\n
conda --version<\/code><\/pre>\n
        \u00c7\u0131kt\u0131 olarak conda<\/code> paket y\u00f6neticisinin s\u00fcr\u00fcm numaras\u0131n\u0131 g\u00f6rmelisiniz (\u00f6rn: conda 23.9.0<\/code>).<\/p>\n
    *   Conda Y\u00fcr\u00fct\u00fclebilir Dosyas\u0131n\u0131n Konumunu Kontrol Etme:<\/strong><\/p>\n
which conda<\/code><\/pre>\n
        Bu komut, conda<\/code> y\u00fcr\u00fct\u00fclebilir dosyas\u0131n\u0131n tam yolunu g\u00f6sterecektir (\u00f6rn: \/home\/kullanici_adiniz\/anaconda3\/bin\/conda<\/code>).<\/p>\n
    *   Python S\u00fcr\u00fcm\u00fcn\u00fc Kontrol Etme:<\/strong>
\n        Anaconda ile gelen Python s\u00fcr\u00fcm\u00fcn\u00fc kontrol edelim:<\/p>\n
python --version<\/code><\/pre>\n
        \u00c7\u0131kt\u0131 olarak Anaconda’n\u0131n kurdu\u011fu Python s\u00fcr\u00fcm\u00fcn\u00fc g\u00f6rmelisiniz (\u00f6rn: Python 3.9.18<\/code>).<\/p>\n
    *   Anaconda Ortamlar\u0131n\u0131 Listeleme:<\/strong><\/p>\n
conda env list<\/code><\/pre>\n
        Bu komut, mevcut t\u00fcm conda ortamlar\u0131n\u0131 listeler. Kurulumdan sonra sadece base<\/code> ortam\u0131n\u0131 g\u00f6rmelisiniz:<\/p>\n
# conda environments:\n        #\n        base                  *  \/home\/kullanici_adiniz\/anaconda3<\/code><\/pre>\n
        Y\u0131ld\u0131z (*<\/code>) i\u015fareti, o an aktif olan ortam\u0131 g\u00f6sterir.<\/p>\n
    *   base<\/code> Ortam\u0131n\u0131 Devre D\u0131\u015f\u0131 B\u0131rakma:<\/strong>
\n        Baz\u0131 durumlarda base<\/code> ortam\u0131n\u0131n otomatik olarak etkinle\u015fmesini istemeyebilirsiniz. Bu durumda, a\u015fa\u011f\u0131daki komutu kullanarak base<\/code> ortam\u0131n\u0131 devre d\u0131\u015f\u0131 b\u0131rakabilirsiniz:<\/p>\n
conda deactivate<\/code><\/pre>\n
        Komut isteminizdeki (base)<\/code> ibaresinin kayboldu\u011funu g\u00f6rmelisiniz. Tekrar etkinle\u015ftirmek i\u00e7in conda activate<\/code> yazman\u0131z yeterlidir. E\u011fer her terminal a\u00e7\u0131l\u0131\u015f\u0131nda base<\/code> ortam\u0131n\u0131n otomatik etkinle\u015fmesini kal\u0131c\u0131 olarak engellemek isterseniz, a\u015fa\u011f\u0131daki komutu kullanabilirsiniz:<\/p>\n
conda config --set auto_activate_base false<\/code><\/pre>\n
        Bu ayar\u0131 geri almak i\u00e7in conda config --set auto_activate_base true<\/code> komutunu kullanabilirsiniz.<\/p>\n
Tebrikler! Anaconda, Ubuntu 18.04 sisteminize ba\u015far\u0131yla kuruldu ve \u00e7al\u0131\u015f\u0131r durumda.<\/p>\n
Anaconda’y\u0131 G\u00fcncelleme<\/h3>\n
Anaconda ve i\u00e7indeki paketler s\u00fcrekli olarak g\u00fcncellenir. En iyi performans\u0131 ve en son \u00f6zellikleri elde etmek i\u00e7in Anaconda da\u011f\u0131t\u0131m\u0131n\u0131z\u0131 ve conda<\/code> paket y\u00f6neticinizi d\u00fczenli olarak g\u00fcncellemeniz \u00f6nemlidir.<\/p>\n
1.  conda<\/code> Paket Y\u00f6neticisini G\u00fcncelleme:<\/strong>
\n    \u00d6ncelikle, conda<\/code>‘n\u0131n kendisini en son s\u00fcr\u00fcm\u00fcne g\u00fcncelleyin. Bu, paket y\u00f6netimindeki yeni \u00f6zelliklere ve iyile\u015ftirmelere eri\u015fmenizi sa\u011flar.<\/p>\n
conda update conda<\/code><\/pre>\n
    Bu komut, conda<\/code>‘n\u0131n kendisini g\u00fcncelleyecektir. G\u00fcncelleme s\u0131ras\u0131nda onay istenirse y<\/code> yaz\u0131p “Enter” tu\u015funa bas\u0131n.<\/p>\n
2.  T\u00fcm Anaconda Paketlerini G\u00fcncelleme:<\/strong>
\n    base<\/code> ortam\u0131ndaki t\u00fcm Anaconda paketlerini g\u00fcncellemek i\u00e7in a\u015fa\u011f\u0131daki komutu kullan\u0131n:<\/p>\n
conda update --all<\/code><\/pre>\n
    Bu komut, base<\/code> ortam\u0131nda y\u00fckl\u00fc olan t\u00fcm paketleri en son uyumlu s\u00fcr\u00fcmlerine y\u00fckseltir. Bu i\u015flem biraz zaman alabilir ve \u00e7ok say\u0131da paketi indirebilir. Onay istenirse y<\/code> yaz\u0131p “Enter” tu\u015funa bas\u0131n.<\/p>\n
    Not:<\/strong> conda update --all<\/code> komutu, base<\/code> ortam\u0131n\u0131 g\u00fcnceller. E\u011fer \u00f6zel bir ortamda \u00e7al\u0131\u015f\u0131yorsan\u0131z, o ortam\u0131 etkinle\u015ftirdikten sonra conda update --all<\/code> komutunu \u00e7al\u0131\u015ft\u0131rman\u0131z gerekir. Ancak genellikle base<\/code> ortam\u0131n\u0131 sadece conda<\/code>‘n\u0131n kendisini ve temel ara\u00e7lar\u0131 bar\u0131nd\u0131rmak i\u00e7in kullan\u0131r\u0131z. Projeler i\u00e7in \u00f6zel ortamlar olu\u015fturmak daha iyi bir uygulamad\u0131r.<\/p>\n
Ortamlar\u0131 Y\u00f6netme<\/h3>\n
Anaconda’n\u0131n en g\u00fc\u00e7l\u00fc \u00f6zelliklerinden biri, izole edilmi\u015f sanal ortamlar olu\u015fturma yetene\u011fidir. Bu, farkl\u0131 projeler i\u00e7in farkl\u0131 Python s\u00fcr\u00fcmleri ve paket ba\u011f\u0131ml\u0131l\u0131klar\u0131 kullanman\u0131za olanak tan\u0131r, b\u00f6ylece ba\u011f\u0131ml\u0131l\u0131k \u00e7ak\u0131\u015fmalar\u0131n\u0131 \u00f6nlersiniz.<\/p>\n
1.  Yeni Bir Ortam Olu\u015fturma:<\/strong>
\n    Yeni bir ortam olu\u015fturmak i\u00e7in conda create<\/code> komutunu kullan\u0131n. Ortam ad\u0131n\u0131 (myenv<\/code> gibi) ve istedi\u011finiz Python s\u00fcr\u00fcm\u00fcn\u00fc belirtebilirsiniz.<\/p>\n
conda create --name myenv python=3.9<\/code><\/pre>\n
    Bu komut, myenv<\/code> ad\u0131nda yeni bir ortam olu\u015fturacak ve i\u00e7ine Python 3.9’u kuracakt\u0131r. Ayr\u0131ca, ortam\u0131 olu\u015ftururken belirli paketleri de kurabilirsiniz:<\/p>\n
conda create --name myprojectenv python=3.9 numpy pandas matplotlib scikit-learn<\/code><\/pre>\n
    Bu komut, myprojectenv<\/code> ad\u0131nda bir ortam olu\u015fturacak ve i\u00e7ine Python 3.9 ile birlikte NumPy, Pandas, Matplotlib ve Scikit-learn k\u00fct\u00fcphanelerini kuracakt\u0131r. Onay istenirse y<\/code> yaz\u0131p “Enter” tu\u015funa bas\u0131n.<\/p>\n
2.  Bir Ortam\u0131 Etkinle\u015ftirme:<\/strong>
\n    Olu\u015fturdu\u011funuz bir ortam\u0131 kullanmaya ba\u015flamak i\u00e7in onu etkinle\u015ftirmeniz gerekir:<\/p>\n
conda activate myenv<\/code><\/pre>\n
    Komut isteminizin ba\u015f\u0131nda (myenv)<\/code> ibaresini g\u00f6rmelisiniz. Bu, art\u0131k myenv<\/code> ortam\u0131nda \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131z\u0131 g\u00f6sterir. Bu ortamda kurulan Python ve di\u011fer paketler, sisteminizdeki veya di\u011fer ortamlardaki versiyonlardan ba\u011f\u0131ms\u0131zd\u0131r.<\/p>\n
3.  Bir Ortamda Paket Kurma:<\/strong>
\n    Etkin bir ortamdayken, conda install<\/code> komutunu kullanarak o ortama \u00f6zel paketler kurabilirsiniz:<\/p>\n
conda activate myenv\n    conda install scipy<\/code><\/pre>\n
    Bu komut, myenv<\/code> ortam\u0131na SciPy k\u00fct\u00fcphanesini kurar.<\/p>\n
4.  Mevcut Ortamlar\u0131 Listeleme:<\/strong>
\n    T\u00fcm conda ortamlar\u0131n\u0131 listelemek i\u00e7in:<\/p>\n
conda env list<\/code><\/pre>\n
    Veya k\u0131sa hali:<\/p>\n
conda info --envs<\/code><\/pre>\n
    \u00c7\u0131kt\u0131da olu\u015fturdu\u011funuz t\u00fcm ortamlar\u0131 ve bunlar\u0131n kurulum yollar\u0131n\u0131 g\u00f6receksiniz. Aktif olan ortam\u0131n yan\u0131nda bir y\u0131ld\u0131z (*<\/code>) i\u015fareti bulunur.<\/p>\n
5.  Bir Ortam\u0131 Devre D\u0131\u015f\u0131 B\u0131rakma:<\/strong>
\n    Aktif bir ortamdan \u00e7\u0131kmak ve base<\/code> ortama geri d\u00f6nmek (veya hi\u00e7bir ortam\u0131n etkin olmamas\u0131n\u0131 sa\u011flamak) i\u00e7in:<\/p>\n
conda deactivate<\/code><\/pre>\n
    Komut isteminizdeki ortam ad\u0131 ibaresi kaybolacakt\u0131r.<\/p>\n
6.  Bir Ortam\u0131 Kald\u0131rma:<\/strong>
\n    Art\u0131k ihtiyac\u0131n\u0131z olmayan bir ortam\u0131 kald\u0131rmak i\u00e7in:<\/p>\n
conda env remove --name myenv<\/code><\/pre>\n
    Dikkat:<\/strong> Bu komut, belirtilen ortam\u0131 ve i\u00e7indeki t\u00fcm paketleri kal\u0131c\u0131 olarak siler. Bu i\u015flem geri al\u0131namaz.<\/p>\n
Paketleri Y\u00f6netme<\/h3>\n
conda<\/code> sadece ortamlar\u0131 de\u011fil, ayn\u0131 zamanda paketleri de y\u00f6netmek i\u00e7in g\u00fc\u00e7l\u00fc bir ara\u00e7t\u0131r.<\/p>\n
1.  Paket Arama:<\/strong>
\n    Bir paketin mevcut olup olmad\u0131\u011f\u0131n\u0131 ve hangi versiyonlar\u0131n\u0131n bulundu\u011funu \u00f6\u011frenmek i\u00e7in:<\/p>\n
conda search tensorflow<\/code><\/pre>\n
    Bu komut, tensorflow<\/code> paketi i\u00e7in mevcut t\u00fcm versiyonlar\u0131 ve ba\u011f\u0131ml\u0131l\u0131klar\u0131n\u0131 listeler.<\/p>\n
2.  Paket Kurma:<\/strong>
\n    Etkin bir ortama yeni bir paket kurmak i\u00e7in:<\/p>\n
conda install package_name<\/code><\/pre>\n
    \u00d6rne\u011fin, jupyter<\/code> notebook kurmak i\u00e7in:<\/p>\n
conda install jupyter<\/code><\/pre>\n
    Belirli bir versiyonu kurmak isterseniz:<\/p>\n
conda install numpy=1.21<\/code><\/pre>\n
    Onay istenirse y<\/code> yaz\u0131p “Enter” tu\u015funa bas\u0131n.<\/p>\n
3.  Y\u00fckl\u00fc Paketleri Listeleme:<\/strong>
\n    Aktif ortamda y\u00fckl\u00fc olan t\u00fcm paketleri listelemek i\u00e7in:<\/p>\n
conda list<\/code><\/pre>\n
    Belirli bir paketi aramak i\u00e7in:<\/p>\n
conda list numpy<\/code><\/pre>\n
4.  Paket G\u00fcncelleme:<\/strong>
\n    Belirli bir paketi en son s\u00fcr\u00fcm\u00fcne g\u00fcncellemek i\u00e7in:<\/p>\n
conda update package_name<\/code><\/pre>\n
    \u00d6rne\u011fin:<\/p>\n
conda update pandas<\/code><\/pre>\n
    Onay istenirse y<\/code> yaz\u0131p “Enter” tu\u015funa bas\u0131n.<\/p>\n
5.  Paket Kald\u0131rma:<\/strong>
\n    Bir paketi aktif ortamdan kald\u0131rmak i\u00e7in:<\/p>\n
conda remove package_name<\/code><\/pre>\n
    \u00d6rne\u011fin:<\/p>\n
conda remove scipy<\/code><\/pre>\n
    Onay istenirse y<\/code> yaz\u0131p “Enter” tu\u015funa bas\u0131n.<\/p>\n
Anaconda Navigator Kullan\u0131m\u0131<\/h3>\n
Anaconda Navigator, Anaconda da\u011f\u0131t\u0131m\u0131n\u0131n grafiksel kullan\u0131c\u0131 aray\u00fcz\u00fcd\u00fcr (GUI). Ortamlar\u0131 y\u00f6netmenize, paketleri kurman\u0131za, pop\u00fcler veri bilimi uygulamalar\u0131n\u0131 (Jupyter Notebook, Spyder, VS Code, RStudio vb.) ba\u015flatman\u0131za olanak tan\u0131r. Terminal kullanmaya al\u0131\u015fk\u0131n olmayan veya g\u00f6rsel bir aray\u00fcz tercih eden kullan\u0131c\u0131lar i\u00e7in olduk\u00e7a faydal\u0131d\u0131r.<\/p>\n
1.  Anaconda Navigator’\u0131 Ba\u015flatma:<\/strong>
\n    Terminalde a\u015fa\u011f\u0131daki komutu \u00e7al\u0131\u015ft\u0131rarak Navigator’\u0131 ba\u015flatabilirsiniz:<\/p>\n
anaconda-navigator<\/code><\/pre>\n
    Navigator’\u0131n y\u00fcklenmesi ve ba\u015flat\u0131lmas\u0131 biraz zaman alabilir.<\/p>\n
2.  Navigator Aray\u00fcz\u00fcne Genel Bak\u0131\u015f:<\/strong>
\n    *   Home:<\/strong> Bu sekme, Jupyter Notebook, Spyder, VS Code gibi pop\u00fcler uygulamalar\u0131 ba\u015flatman\u0131za olanak tan\u0131r.
\n    *   Environments:<\/strong> Bu sekme, t\u00fcm conda<\/code> ortamlar\u0131n\u0131z\u0131 y\u00f6netmenizi sa\u011flar. Yeni ortamlar olu\u015fturabilir, mevcut ortamlar\u0131 etkinle\u015ftirebilir, paketleri kurabilir veya kald\u0131rabilirsiniz. Her ortam i\u00e7in y\u00fckl\u00fc paketleri filtreleyebilir, arayabilir ve g\u00fcncelleyebilirsiniz.
\n    *   Learning:<\/strong> Bu sekme, Anaconda ile ilgili e\u011fitim kaynaklar\u0131na ve belgelere ba\u011flant\u0131lar i\u00e7erir.
\n    *   Community:<\/strong> Bu sekme, Anaconda toplulu\u011fu forumlar\u0131na ve di\u011fer destek kaynaklar\u0131na ba\u011flant\u0131lar sunar.<\/p>\n
Anaconda Navigator, \u00f6zellikle yeni ba\u015flayanlar i\u00e7in conda<\/code> komutlar\u0131n\u0131 \u00f6\u011frenmeden \u00f6nce Anaconda’n\u0131n g\u00fcc\u00fcn\u00fc deneyimlemek i\u00e7in harika bir yoldur.<\/p>\n
S\u0131k Kar\u015f\u0131la\u015f\u0131lan Sorunlar ve \u00c7\u00f6z\u00fcmleri<\/h3>\n
Anaconda kurulumu ve kullan\u0131m\u0131 s\u0131ras\u0131nda baz\u0131 yayg\u0131n sorunlarla kar\u015f\u0131la\u015fabilirsiniz. \u0130\u015fte bunlardan baz\u0131lar\u0131 ve \u00e7\u00f6z\u00fcmleri:<\/p>\n
1.  conda<\/code> komutu bulunamad\u0131 (conda: command not found<\/code>)<\/strong>:
\n    *   Sorun:<\/strong> Terminalde conda<\/code> komutunu \u00e7al\u0131\u015ft\u0131rmaya \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131zda bu hatay\u0131 al\u0131yorsunuz.
\n    *   \u00c7\u00f6z\u00fcm:<\/strong> Bu genellikle Anaconda’n\u0131n PATH ortam de\u011fi\u015fkenine do\u011fru \u015fekilde eklenmedi\u011fi veya kabuk oturumunun g\u00fcncellenmedi\u011fi anlam\u0131na gelir.
\n        *   Terminali kapat\u0131p yeniden a\u00e7\u0131n.
\n        *   E\u011fer hala \u00e7al\u0131\u015fm\u0131yorsa, .bashrc<\/code> dosyas\u0131n\u0131 manuel olarak kaynaklay\u0131n: source ~\/.bashrc<\/code>.
\n        *   Kurulum s\u0131ras\u0131nda conda init<\/code> ad\u0131m\u0131n\u0131 atlad\u0131ysan\u0131z veya no<\/code> yan\u0131t\u0131 verdiyseniz, kurulum dizinindeki conda<\/code> beti\u011fini manuel olarak \u00e7al\u0131\u015ft\u0131rarak conda init<\/code> i\u015flemini yapman\u0131z gerekebilir:<\/p>\n
~\/anaconda3\/bin\/conda init bash<\/code><\/pre>\n
            Ard\u0131ndan terminali kapat\u0131p yeniden a\u00e7\u0131n veya source ~\/.bashrc<\/code> komutunu \u00e7al\u0131\u015ft\u0131r\u0131n.<\/p>\n
2.  Kurulum Ba\u015far\u0131s\u0131z Oldu veya Hatalar Verdi<\/strong>:
\n    *   Sorun:<\/strong> Kurulum beti\u011fi \u00e7al\u0131\u015fmay\u0131 durdurdu veya hata mesajlar\u0131 verdi.
\n    *   \u00c7\u00f6z\u00fcm:<\/strong>
\n        *   Disk Alan\u0131:<\/strong> Yeterli disk alan\u0131n\u0131z oldu\u011fundan emin olun (Anaconda yakla\u015f\u0131k 3-4 GB yer kaplar, kurulum s\u0131ras\u0131nda ge\u00e7ici dosyalar i\u00e7in daha fazlas\u0131na ihtiya\u00e7 duyabilir). df -h<\/code> komutu ile disk kullan\u0131m\u0131n\u0131z\u0131 kontrol edebilirsiniz.
\n        *   \u0130nternet Ba\u011flant\u0131s\u0131:<\/strong> \u0130ndirme s\u0131ras\u0131nda internet ba\u011flant\u0131n\u0131z\u0131n kesintisiz oldu\u011fundan emin olun.
\n        *   \u0130ndirilen Dosya B\u00fct\u00fcnl\u00fc\u011f\u00fc:<\/strong> \u0130ndirdi\u011finiz .sh<\/code> dosyas\u0131n\u0131n SHA256 sa\u011flama toplam\u0131n\u0131 kontrol etti\u011finizden emin olun. Bozuk bir dosya kurulum hatas\u0131na neden olabilir.
\n           \u0130zinler:<\/strong> Kurulum dosyas\u0131n\u0131n \u00e7al\u0131\u015ft\u0131rma iznine sahip oldu\u011fundan emin olun (chmod +x Anaconda3-<\/em>-Linux-x86_64.sh<\/code>).<\/p>\n
3.  Checksum Mismatch Hatas\u0131 (Sa\u011flama Toplam\u0131 E\u015fle\u015fmiyor)<\/strong>:
\n    *   Sorun:<\/strong> sha256sum<\/code> komutunun \u00e7\u0131kt\u0131s\u0131, Anaconda web sitesindeki de\u011ferle e\u015fle\u015fmiyor.
\n    *   \u00c7\u00f6z\u00fcm:<\/strong> \u0130ndirilen dosya bozuk veya indirme s\u0131ras\u0131nda bir sorun olu\u015ftu. Dosyay\u0131 silin ve Anaconda’n\u0131n resmi web sitesinden tekrar indirin. G\u00fcvenilir bir internet ba\u011flant\u0131s\u0131 kullanmaya \u00f6zen g\u00f6sterin.<\/p>\n
4.  base<\/code> Ortam\u0131 Otomatik Etkinle\u015fmiyor<\/strong>:
\n    *   Sorun:<\/strong> Yeni bir terminal a\u00e7t\u0131\u011f\u0131n\u0131zda komut isteminizin ba\u015f\u0131nda (base)<\/code> g\u00f6rm\u00fcyorsunuz.
\n    *   \u00c7\u00f6z\u00fcm:<\/strong> Kurulum s\u0131ras\u0131nda conda init<\/code> ad\u0131m\u0131n\u0131 atlad\u0131ysan\u0131z veya no<\/code> yan\u0131t\u0131 verdiyseniz bu durum olu\u015fur. Manuel olarak conda init<\/code> komutunu \u00e7al\u0131\u015ft\u0131r\u0131n:<\/p>\n
conda init bash<\/code><\/pre>\n
        Ard\u0131ndan terminali kapat\u0131p yeniden a\u00e7\u0131n.<\/p>\n
5.  Ortam Olu\u015ftururken veya Paket Kurarken Hata<\/strong>:
\n    *   Sorun:<\/strong> conda create<\/code> veya conda install<\/code> komutlar\u0131 hata veriyor.
\n    *   \u00c7\u00f6z\u00fcm:<\/strong>
\n        *   \u0130nternet Ba\u011flant\u0131s\u0131:<\/strong> Paketlerin indirilmesi i\u00e7in internet ba\u011flant\u0131s\u0131 gereklidir.
\n        *   Conda G\u00fcncel Mi?<\/strong> conda update conda<\/code> komutu ile conda<\/code>‘y\u0131 g\u00fcncelleyin. Eski bir conda<\/code> s\u00fcr\u00fcm\u00fc baz\u0131 paketlerle uyumsuzluk ya\u015fayabilir.
\n        *   Kanal Sorunlar\u0131:<\/strong> Nadiren de olsa, varsay\u0131lan conda<\/code> kanallar\u0131nda sorunlar olabilir. Alternatif kanallar\u0131 (\u00f6rn. conda-forge<\/code>) kullanmay\u0131 d\u00fc\u015f\u00fcnebilirsiniz.<\/p>\n
Anaconda’y\u0131 Kald\u0131rma (\u0130ste\u011fe Ba\u011fl\u0131)<\/h3>\n
E\u011fer Anaconda’y\u0131 sisteminizden kald\u0131rmak isterseniz, a\u015fa\u011f\u0131daki ad\u0131mlar\u0131 takip edebilirsiniz. Bu ad\u0131mlar, Anaconda’n\u0131n t\u00fcm dosyalar\u0131n\u0131 ve yap\u0131land\u0131rmalar\u0131n\u0131 sisteminizden temizleyecektir.<\/p>\n
1.  Anaconda Dizinini Kald\u0131rma:<\/strong>
\n    Anaconda genellikle kullan\u0131c\u0131n\u0131n ana dizinindeki anaconda3<\/code> klas\u00f6r\u00fcne kurulur. Bu klas\u00f6r\u00fc ve t\u00fcm i\u00e7eri\u011fini silerek Anaconda’n\u0131n kendisini kald\u0131rabilirsiniz:<\/p>\n
rm -rf ~\/anaconda3<\/code><\/pre>\n
    Dikkat:<\/strong> Bu komut geri al\u0131namaz. Do\u011fru dizini sildi\u011finizden emin olun.<\/p>\n
2.  .bashrc<\/code> Dosyas\u0131ndaki Anaconda Giri\u015flerini Temizleme:<\/strong>
\n    Anaconda kurulumu s\u0131ras\u0131nda .bashrc<\/code> (veya kulland\u0131\u011f\u0131n\u0131z kabu\u011fa g\u00f6re .zshrc<\/code> gibi) dosyas\u0131na baz\u0131 sat\u0131rlar eklemi\u015ftir. Bu sat\u0131rlar\u0131 kald\u0131rman\u0131z gerekir. Bir metin d\u00fczenleyici ile .bashrc<\/code> dosyas\u0131n\u0131 a\u00e7\u0131n:<\/p>\n
nano ~\/.bashrc<\/code><\/pre>\n
    Dosya i\u00e7inde ### conda initialize ###<\/code> ile ba\u015flayan ve ### conda initialize ###<\/code> ile biten bloklar\u0131 bulun ve silin. Ayr\u0131ca, export PATH=\"\/home\/kullanici_adiniz\/anaconda3\/bin:$PATH\"<\/code> gibi manuel olarak eklenmi\u015f olabilecek PATH tan\u0131mlamalar\u0131n\u0131 da kontrol edin ve kald\u0131r\u0131n.
\n    De\u011fi\u015fiklikleri kaydedin (Ctrl+O, Enter) ve dosyadan \u00e7\u0131k\u0131n (Ctrl+X).<\/p>\n
3.  Di\u011fer Gizli Anaconda Dosyalar\u0131n\u0131 Kald\u0131rma:<\/strong>
\n    Anaconda baz\u0131 yap\u0131land\u0131rma dosyalar\u0131n\u0131 ve \u00f6nbellekleri kullan\u0131c\u0131n\u0131n ana dizininde gizli dosyalar olarak saklar. Bunlar\u0131 da temizlemek iyi bir uygulamad\u0131r:<\/p>\n
rm -rf ~\/.conda ~\/.condarc ~\/.continuum<\/code><\/pre>\n
4.  Terminali Yeniden Ba\u015flatma:<\/strong>
\n    T\u00fcm de\u011fi\u015fikliklerin etkili olmas\u0131 i\u00e7in terminali kapat\u0131p yeniden a\u00e7\u0131n. Art\u0131k conda<\/code> komutlar\u0131n\u0131n \u00e7al\u0131\u015fmamas\u0131 gerekir.<\/p>\n
Sonu\u00e7<\/h3>\n
Bu kapsaml\u0131 rehberde, Ubuntu 18.04 i\u015fletim sistemi \u00fczerinde Anaconda’n\u0131n kurulumunu, do\u011frulanmas\u0131n\u0131, g\u00fcncellenmesini ve temel kullan\u0131m\u0131n\u0131 ad\u0131m ad\u0131m inceledik. Anaconda’n\u0131n sundu\u011fu conda<\/code> paket ve ortam y\u00f6neticisi sayesinde, veri bilimi ve makine \u00f6\u011frenimi projeleriniz i\u00e7in izole edilmi\u015f, tutarl\u0131 ve y\u00f6netimi kolay geli\u015ftirme ortamlar\u0131 olu\u015fturman\u0131n ne kadar basit oldu\u011funu g\u00f6rd\u00fck.<\/p>\n
Anaconda’n\u0131n kurulumuyla birlikte, Python ve R ekosistemlerindeki y\u00fczlerce pop\u00fcler k\u00fct\u00fcphaneye (NumPy, Pandas, Matplotlib, Scikit-learn, TensorFlow, PyTorch vb.) an\u0131nda eri\u015fim sa\u011flars\u0131n\u0131z. Sanal ortamlar, farkl\u0131 projelerinizdeki ba\u011f\u0131ml\u0131l\u0131k \u00e7ak\u0131\u015fmalar\u0131n\u0131 ortadan kald\u0131rarak size b\u00fcy\u00fck bir esneklik sunar. Anaconda Navigator ise, terminal komutlar\u0131na a\u015fina olmayanlar i\u00e7in g\u00f6rsel bir y\u00f6netim aray\u00fcz\u00fc sa\u011flar.<\/p>\n
Art\u0131k Ubuntu 18.04 sisteminizde g\u00fc\u00e7l\u00fc bir veri bilimi geli\u015ftirme ortam\u0131na sahipsiniz. Bundan sonraki ad\u0131mlar\u0131n\u0131z, Jupyter Notebook veya Spyder gibi entegre geli\u015ftirme ortamlar\u0131n\u0131 kullanarak veri analizi, modelleme ve g\u00f6rselle\u015ftirme projelerinize ba\u015flamak olabilir. Unutmay\u0131n, conda<\/code> komutlar\u0131n\u0131 ve ortam y\u00f6netimini iyi \u00f6\u011frenmek, veri bilimi yolculu\u011funuzda size b\u00fcy\u00fck kolayl\u0131klar sa\u011flayacakt\u0131r. Sorunlarla kar\u015f\u0131la\u015ft\u0131\u011f\u0131n\u0131zda, Anaconda’n\u0131n geni\u015f toplulu\u011fu ve kapsaml\u0131 dok\u00fcmantasyonu her zaman yan\u0131n\u0131zdad\u0131r. Ba\u015far\u0131lar dileriz!<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"Anaconda’y\u0131 Ubuntu 18.04 \u00dczerine Kurulum Rehberi [H\u0131zl\u0131 Ba\u015flang\u0131\u00e7]\nGiri\u015f: Veri Bilimi \u0130\u00e7in G\u00fc\u00e7l\u00fc Bir Ba\u015flang\u0131\u00e7\nVeri bilimi, makine \u00f6","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":[1468],"tags":[],"class_list":{"0":"post-37698","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-ubuntu","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"\nAnaconda'y\u0131 Ubuntu 18.04 \u00dczerine Kurulum Rehberi [H\u0131zl\u0131 Ba\u015flang\u0131\u00e7] - Kodlar\u0131n Gizemli D\u00fcnyas\u0131<\/title>\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\/anacondayi-ubuntu-18-04-uzerine-kurulum-rehberi-hizli-baslangic\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Anaconda'y\u0131 Ubuntu 18.04 \u00dczerine Kurulum Rehberi [H\u0131zl\u0131 Ba\u015flang\u0131\u00e7]\" \/>\n<meta property=\"og:description\" content=\"Anaconda'y\u0131 Ubuntu 18.04 \u00dczerine Kurulum Rehberi [H\u0131zl\u0131 Ba\u015flang\u0131\u00e7] Giri\u015f: Veri Bilimi \u0130\u00e7in G\u00fc\u00e7l\u00fc Bir Ba\u015flang\u0131\u00e7 Veri bilimi, makine \u00f6\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/anacondayi-ubuntu-18-04-uzerine-kurulum-rehberi-hizli-baslangic\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2026-01-12T19:40:53+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=\"19 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/anacondayi-ubuntu-18-04-uzerine-kurulum-rehberi-hizli-baslangic\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/anacondayi-ubuntu-18-04-uzerine-kurulum-rehberi-hizli-baslangic\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Anaconda’y\u0131 Ubuntu 18.04 \u00dczerine Kurulum Rehberi [H\u0131zl\u0131 Ba\u015flang\u0131\u00e7]\",\"datePublished\":\"2026-01-12T19:40:53+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/anacondayi-ubuntu-18-04-uzerine-kurulum-rehberi-hizli-baslangic\/\"},\"wordCount\":3399,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"articleSection\":[\"Ubuntu\"],\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/anacondayi-ubuntu-18-04-uzerine-kurulum-rehberi-hizli-baslangic\/#respond\"]}],\"copyrightYear\":\"2026\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/anacondayi-ubuntu-18-04-uzerine-kurulum-rehberi-hizli-baslangic\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/anacondayi-ubuntu-18-04-uzerine-kurulum-rehberi-hizli-baslangic\/\",\"name\":\"Anaconda'y\u0131 Ubuntu 18.04 \u00dczerine Kurulum Rehberi [H\u0131zl\u0131 Ba\u015flang\u0131\u00e7] - 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