Lanz B. "R'de makine öğrenimi"
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R dili, verilerinizin önemsiz olmayan analizini hızlı bir şekilde yapmanıza olanak tanıyan güçlü bir makine öğrenimi yöntemleri seti sunar. Kitap, günlük sorunları çözmek için makine öğrenimi yöntemlerini uygulamanıza yardımcı olacak bir kılavuzdur. Brett Lantz size veri analizi, tahminlerde bulunma ve veri görselleştirme hakkında bilmeniz gereken her şeyi öğretecek. Burada yeni ve geliştirilmiş kitaplıklar hakkında bilgiler, makine öğrenimi etiği ve önyargı sorunları hakkında tavsiyeler ve derin öğrenmeye giriş bulacaksınız. Bu kitapta, Bilgisayara Örnekler Kullanarak Makine Öğreniminin Temelleri ve Özellikleri öğretiliyor - R dili kullanılarak verilerin makine öğreniminde kullanılmak üzere hazırlanması - Sonuçların öneminin sınıflandırılması - Karar ağaçlarını, kuralları ve destek vektör makinelerini kullanarak tahmin etme. sayısal veriler ve regresyon yöntemleri kullanılarak finansal verilerin değerlendirilmesi - Sinir ağlarını kullanarak karmaşık süreçlerin modellenmesi - derin öğrenmenin temeli - Modellerin değerlendirilmesi ve performanslarının iyileştirilmesi - Büyük verilerin işlenmesi için en son teknolojiler, özellikle R 3.6, Spark, H2O ve. TensorFlow.
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