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DAFTAR GAMBAR
                        Gambar 1. 1 Artificial Intelligence .......................................................................... 2


                        Gambar 1. 2 Relationship between AI, ML, and DL ..................................................... 8

                        Gambar 1. 3 Metode Machine Learning ................................................................13

                        Gambar 1. 4 Pengembangan Produk Aplikasi Learning ........................................14

                        Gambar 1. 5 Supervised, Reinforcement, and Un-supervised .................................14

                        Gambar 2. 1 The botnet detection model proposed ................................................21


                        Gambar 3. 1 Mounting dan pipe .............................................................................28

                        Gambar 3. 2 Arsitektur SoftAir ..............................................................................30

                        Gambar 3. 3 Virtualisasi Jaringan Seluler ..............................................................32

                        Gambar 3. 4 Arsitektur SDN-NFV .........................................................................35

                        Gambar 5. 1 Teknologi pad Artificial Intelligence .................................................47

                        Gambar 5. 2 Smart City ..........................................................................................48

                        Gambar 5. 3 Aplikasi Smart City berbasis AI ........................................................49


                        Gambar 5. 4 Terminal Petikemas Pelabuhan Los Angeles .....................................50

                        Gambar 5. 5 Terminal Petikemas Pelabuhan Los Angeles .....................................50

                        Gambar 5. 6 Ilustrasi Nilai Pasar AI Dalam Industry Ligistic ................................51

                        Gambar 5. 7 Inovasi penerapan AI dalam Operasional Pelabuhan .........................52

                        Gambar 5. 8 Manfaat AI untuk Operasional Pelabuhan .........................................54


                        Gambar 8. 1 Diagram Arsitektur IDS.....................................................................76

                        Gambar 8. 2 Typical Anomaly Detection System ..................................................78

                        Gambar 8. 3 Typical Misue Detection System .......................................................79

                        Gambar 8. 4 Komponen Kerja Sebuah IDS............................................................80

                        Gambar 10. 1 Domain Aplikasi Utama AI ...........................................................101

                        Gambar 10. 2 Robot diperpustakaan bernama pepper ..........................................106

                        Gambar 10. 3 Compact Bookstacts Selving yang dapat bergerak menyesuaikan


                                    kebutuhan pengguna ......................................................................107



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