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Data Analytics
Daftar Gambar
Gambar 1. 1 Microsoft Ecxel ........................................................................................................ 13
Gambar 1. 2 RapidMiner .............................................................................................................. 13
Gambar 1. 3 Tableau .................................................................................................................... 14
Gambar 1. 4 Power BI .................................................................................................................. 15
Gambar 2. 1 Data Analytics .......................................................................................................... 17
Gambar 2. 2 Tahap-Tahap Data Analytics Maturity ..................................................................... 21
Gambar 3. 1 Logo Kaggel............................................................................................................. 29
Gambar 3. 2 UCI repository .......................................................................................................... 29
Gambar 3. 3 Logo Satu Data Indonesia ....................................................................................... 30
Gambar 3. 4 Ilustrasi data jaringan .............................................................................................. 34
Gambar 3. 5 Foto merupakan contoh data tidak terstruktur ........................................................ 36
Gambar 4. 1 Enam Fase dalam CRISP-DM ................................................................................ 38
Gambar 5. 1 Struktur molekul ....................................................................................................... 48
Gambar 5. 2 Contoh dari genomic sequence data ...................................................................... 49
Gambar 5. 3 Tahapan Proses Data Mining .................................................................................. 52
Gambar 6. 1Korelasi teoretis antara x dengan y ......................................................................... 59
Gambar 6. 2 Tampilan awal spss ................................................................................................. 66
Gambar 6. 3 Variable view ........................................................................................................... 66
Gambar 6. 4 Data excel ................................................................................................................ 67
Gambar 6. 5 Data pada SPSS ..................................................................................................... 67
Gambar 6. 6 Analyze Regression linear....................................................................................... 68
Gambar 6. 7 Memasukkan Variable ............................................................................................. 68
Gambar 6. 8 Atur Statistic............................................................................................................. 69
Gambar 6. 9 Descriptive statistics dan Corelations ..................................................................... 69
Gambar 6. 10 Variables Entered/Removed , Model Summary dan ANOVA .............................. 70
Gambar 6. 11 Coefficients ........................................................................................................... 70
Gambar 7. 1 Pohon Keputusan Hasil Perhitungan Node 1 ......................................................... 78
Gambar 7. 2 Pohon Keputusan Hasil Perhitungan Node 1.1 ...................................................... 80
Gambar 7. 3 Pohon Keputusan Hasil Perhitungan Node 1.1.1 ................................................... 81
Gambar 7. 4 Tampilan Utama Aplikasi Rapidminer ..................................................................... 87
Gambar 7. 5 Proses membaca dataset........................................................................................ 87
Gambar 7. 6 Proses Import Data Latih ......................................................................................... 88
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