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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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