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Codynn

A Product of VOID NEPAL © Codynn 2026

Pemrograman R

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Course Details

Language: R

Duration:

Difficulty:

Category: Programming

Certificate: Yes

Skills You'll Gain

  • Basics of R

Requirements

Will to kick-start Programming in R

Content

01

Pengantar ke R & Pengaturan Lingkungan

3 Chapters - 0/3 Completed

Apa itu R? Mengapa Populer?

Menyiapkan R & RStudio

Menulis Program R Pertama Anda

02

Tipe Syntax & Data Dasar dalam R 1f

3 Chapters - 0/3 Completed

Variabel Memahami & Penugasan dalam R

Memahami Tipe Data dalam R

Matematika & Logis Operasi di R

03

Vektor, Matrices, Lists & Data Frames in R 1f

4 Chapters - 0/4 Completed

Vektor Memahami dalam R

Cocok dalam R

Lists in R

Frames Data dalam R

04

Struktur Kendali - Statemen Kondisional & Loops in R:

3 Chapters - 0/3 Completed

Statemen Kondisional (jika, lain, jika) dalam R

Loops in R (untuk, sementara, ulangi)

Alternatif Vectorized (Lebih cepat dari Loops!)

05

Fungsi & Terapkan Keluarga dalam R:

3 Chapters - 0/3 Completed

Memahami Fungsi dalam R

Terapkan Fungsi dalam R (apply (), lapply (), sply (), tapply ()

Menulis Kode Efisien dengan Fungsi & Terapkan

06

Manipulasi data dengan dplyr & Tiryverse dalam R:

4 Chapters - 0/4 Completed

Pengantar ke dplyr & Tiryverse

Fungsi Escalyplyr

Grup & Ringkasan Data

Terbaik Praktek untuk Dataset Besar

07

Visualisasi data dengan ggplot2 dalam R:

4 Chapters - 0/4 Completed

Pengantar ke ggplot2 & Grammar dari Graphics

Membuat Jenis Plot Berbeda

Plot Kustomisasi dengan Tema & Label

Mengkonfigurasi & Interaktif Plot

08

Analisis Statistik dalam R:

3 Chapters - 0/3 Completed

Statistik deskriptif dalam R

Inferensial Statistik & Hipotesis Pengujian

Analisis Regresi dalam R

09

Machine Learning in R:

5 Chapters - 0/5 Completed

Pengantar ke Pembelajaran Mesin dalam R

Model regresi dalam R

Model Klasifikasi dalam R

Clustering in R (Unsupervised Learning)

Evaluasi Performance Model

10

Full Data Science Project in R-The Grand Finale! Aboenim

6 Chapters - 0/6 Completed

Overview Projek - Prediksi Gugus Pelanggan

Memuat & Menjelajahi Data

Exploratory Data Analysis (EDA)

Pelatihan Model Belajar Mesin

Evaluasi Performance Model

Membuat Rekomendasi Bisnis

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