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DS-02 Basic R untuk Data Science

Level

Sertifikat

Forum

Tentang Kelas

Materi Pembelajaran

Course Content

Pengenalan Bahasa R 9 Topics | 1 Quiz

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Pelajaran Content

0% Complete 0/9 Steps

Pengenalan Bahasa R

Berkenalan dengan R

Operasi pada Data Numerik dan Faktor

Memuat Data Eksternal

Menapis Data dengan Kondisi

Memilah (Subsetting) Data

Menggabung Dataframe dengan rbind dan cbind

Pengenalan Bahasa R

Pengenalan Machine Learning 17 Topics | 1 Quiz

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Pelajaran Content

0% Complete 0/17 Steps

Machine Learning Dasar

Praktik Machine Learning

Pembersihan Data

Praktik Pembersihan Data

Penyekalaan Data

Praktik Train Test

Menjalankan Machine Learning

Logistic Regression

k-Nearest Neighbors (kNN)

Support Vector Machine (SVM)

Pertanyaan Algoritma

Mengukur Kinerja Model

Mencari Threshold Optimal

Simulasi di R Studio

Pengenalan Machine Learning Quiz

Implementasi Machine Learning 7 Topics | 1 Quiz

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Pelajaran Content

0% Complete 0/7 Steps

Lebih Jauh dengan Machine Learning

Simulasi di R Studio part I

Simulasi di R Studio part II

Simulasi di R Studio part III

Clustering dengan k-Means

Simulasi Time Series

Implementasi Machine Learning Quiz

Segmentasi dan Evaluasi Model 8 Topics | 1 Quiz

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0% Complete 0/8 Steps

Pemilihan Fitur dan Pengembangan Model

Analisis Persentil

Indeks Stabilitas Populasi

Pertimbangan Pemilihan Fitur

Segmentasi Model

Latihan Pengembangan Model part I

Latihan Pengembangan Model part II

Segmentasi dan Evaluasi Model Quiz

Mengelola Data yang Tidak Seimbang 1 Topic | 1 Quiz

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0% Complete 0/1 Steps

Mengelolah Data yang Tidak Seimbang

Mengelolah Data yang Tidak Seimbang Quiz

Basic R untuk Data Science Final Quiz

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