Ana sayfa Veri Bilimi Machine Learning Öğrenme Rehberi

Machine Learning Öğrenme Rehberi



Merhaba Okurlar,

Bundan önceki yazımda veri toplamayı anlatmıştım, şimdi ise makine öğrenmesi alanında kendinizi nasıl geliştirebilirsiniz? konusuna değinmek istiyorum.

Öncelikle Makine Öğrenmesi nedir?

Makine öğrenmesi matematiksel ve istatistiksel yöntemler kullanarak mevcut verilerden çıkarımlar yapan ve bu çıkarımlar sonucu tahminleme yapan mekanizmadır, detaylı bilgiyi ilerleyen yazılarımda vereceğim.

Şimdi gelelim öğrenme rehberimize, rehberimiz 2’ye ayrılacak :

1- Türkçe Kaynaklar

1.1 – Ücretli Kaynaklar

1.2 – Ücretsiz Kaynaklar

2- İngilizce Kaynaklar

2.1 – Ücretli Kaynaklar

2.2 – Ücretsiz Kaynaklar


1- Türkçe Kaynaklar:

  • Bildiğiniz gibi bu konularda türkçe kaynaklar oldukça az, yavaş yavaş çıkmaya başladı. Şimdi öncelikle ücretli kaynaklardan başlayalım.

1.1 – Ücretli Kaynaklar

  • Python ile makine öğrenmesi bu kurs için öncelikle python bilginizin olması gerek onun içinde murat hocanın python kursunu tercih edebilirsiniz.
  • Makine Öğrenmesinde Numpy, Pandas gibi kütüphaneler kullanılıyor bunları öğrenmeniz makine öğrenmesine giriş kısmında rahatlamanıza yarayacaktır onun içinde şu kurs’u tercih edebilirsiniz. Mega Python Kursu
  • Toplu birşeyler istiyorsanız yapay zeka, deep learning ve makine öğrenmesinden bahseden şu kursu tercih edebilirsiniz. Yapay Zeka ve Derin Öğrenme A-Z  Tensorflow

1.2 – Ücretsiz Kaynaklar

  • Bu Youtube Kanalına bakabilirsiniz.
  • Bu Medium yazı dizisini tercih edebilirsiniz.
  • Ama bunlardan önce biraz python bilgisi gerekiyor yine, onun içinde Mustafa hocanın Youtube kanalına bakabilirsiniz.

2- İngilizce Kaynaklar

2.1 – Ücretli Kaynaklar

2.2 – Ücretsiz Kaynaklar

  • Machine Learning Andrew NG  Stanford’tan Andrew NG’nin kursu var. Sertifika almak için 79$ vermeniz gerek onun dışında ücretsiz.
  • UdaCity Machine Learning UdaCity’nin free kursu belli bir kısma kadar free
  • İnternette istediğiniz konu başlığını yazın medium yazıları ve makaleler çıkıyor yine zaten, onun dışında scikit learn kütüphanesini araştırarak oradan da kodları nasıl kullanacağınız hakkında bilgi alabilirsiniz.

Evet bu gün makine öğrenmesi için size birkaç kaynak sunmaya çalıştım, umarım işinize yarar. Unuttuğum eksik kalan kaynaklar var ise yorum olarak yazarsanız ekleyeceğim.


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