[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"detail-sidebar-cat-0-en-105":3,"doc-seo-290268-105":59,"doc-detail-290268-en":130},{"code":4,"msg":5,"data":6},0,"success",[7,13,18,23,28,33,38,43,48,51,55],{"id":8,"doc_module":4,"doc_module_name":9,"category_name":10,"show_sort_weight":11,"slug":12},1,"Document","Story & Novel",90,"story-novel",{"id":14,"doc_module":4,"doc_module_name":9,"category_name":15,"show_sort_weight":16,"slug":17},2,"Literature",80,"literature",{"id":19,"doc_module":4,"doc_module_name":9,"category_name":20,"show_sort_weight":21,"slug":22},4,"Exam",70,"exam",{"id":24,"doc_module":4,"doc_module_name":9,"category_name":25,"show_sort_weight":26,"slug":27},5,"Comic",60,"comic",{"id":29,"doc_module":4,"doc_module_name":9,"category_name":30,"show_sort_weight":31,"slug":32},6,"Technology",50,"technology",{"id":34,"doc_module":4,"doc_module_name":9,"category_name":35,"show_sort_weight":36,"slug":37},7,"Healthcare",40,"healthcare",{"id":39,"doc_module":4,"doc_module_name":9,"category_name":40,"show_sort_weight":41,"slug":42},8,"Research & Report",30,"research-report",{"id":44,"doc_module":4,"doc_module_name":9,"category_name":45,"show_sort_weight":46,"slug":47},9,"Religion & Spirituality",20,"religion-spirituality",{"id":46,"doc_module":4,"doc_module_name":9,"category_name":49,"show_sort_weight":46,"slug":50},"World Cup","world-cup",{"id":52,"doc_module":4,"doc_module_name":9,"category_name":53,"show_sort_weight":52,"slug":54},10,"Lifestyle","lifestyle",{"id":56,"doc_module":4,"doc_module_name":9,"category_name":57,"show_sort_weight":24,"slug":58},19,"General","general",{"code":4,"msg":60,"data":61},"ok",{"site_id":62,"language":63,"slug":64,"title":65,"keywords":66,"description":67,"schema_data":68,"social_meta":123,"head_meta":125,"extra_data":127,"updated_unix":129},105,"en","master-machine-learning-computer-vision-instantly","KUASAI MACHINE LEARNING & COMPUTER VISION DALAM SEKEJAP","","A practical book on mastering machine learning and computer vision, introducing the key concepts of computer vision, digital image processing techniques, and feature extraction covering color, shape, and texture. It explains supervised and unsupervised learning foundations, then guides Python programming essentials, syntax, functions/modules, IDEs, best practices, error and exception handling, and core libraries. It further covers data preparation and preprocessing, including data collection and annotation, augmentation, handling imbalanced datasets, dimensionality reduction, and application of CNNs for computer vision.",{"@graph":69,"@context":122},[70,84,105],{"@type":71,"itemListElement":72},"BreadcrumbList",[73,77,79,82],{"item":74,"name":75,"@type":76,"position":8},"https://docshare.wps.com","Home","ListItem",{"item":78,"name":9,"@type":76,"position":14},"https://docshare.wps.com/document/",{"item":80,"name":30,"@type":76,"position":81},"https://docshare.wps.com/document/technology/",3,{"item":83,"name":65,"@type":76,"position":19},"https://docshare.wps.com/document/master-machine-learning-computer-vision-instantly/290268/",{"url":83,"name":65,"@type":85,"image":86,"author":91,"headline":65,"publisher":94,"fileFormat":97,"inLanguage":63,"description":67,"dateModified":98,"datePublished":99,"encodingFormat":97,"isAccessibleForFree":100,"interactionStatistic":101},"DigitalDocument",{"url":87,"@type":88,"width":89,"height":90},"https://docshare.wps.com/thumbnails/master-machine-learning-computer-vision-instantly/290268.png","ImageObject",300,407,{"name":92,"@type":93},"Finn","Person",{"url":74,"name":95,"@type":96},"DocShare","Organization","application/pdf","2026-10-07","2026-09-17",true,{"@type":102,"interactionType":103,"userInteractionCount":39},"InteractionCounter",{"@type":104},"ViewAction",{"@type":106,"mainEntity":107},"FAQPage",[108,114,118],{"name":109,"@type":110,"acceptedAnswer":111},"Apa saja topik utama dalam buku ini terkait computer vision?","Question",{"text":112,"@type":113},"Buku ini membahas definisi computer vision, teknik pengolahan citra digital, serta ekstraksi fitur seperti warna, bentuk, dan tekstur.","Answer",{"name":115,"@type":110,"acceptedAnswer":116},"Bagaimana buku ini menjelaskan konsep machine learning?",{"text":117,"@type":113},"Buku ini memuat konsep dasar machine learning serta pembelajaran terawasi dan pembelajaran tidak terawasi.",{"name":119,"@type":110,"acceptedAnswer":120},"Apa yang dipelajari pada bagian pemrograman Python?",{"text":121,"@type":113},"Bagian ini mencakup dasar bahasa Python, sintaks dasar, fungsi dan modul, IDE/text editor online dan offline, praktik terbaik, error dan exception, serta Python library.","https://schema.org",{"og:url":83,"og:type":124,"og:title":65,"og:site_name":95,"og:description":67},"article",{"robots":126,"canonical":83},"index,follow",{"doc_id":128,"site_id":62},290268,1789641180,{"code":4,"msg":5,"data":131},{"doc_id":128,"user_id":132,"nickname":92,"user_avatar":133,"doc_module":4,"category_id":29,"category_name":30,"doc_title":65,"doc_description":67,"doc_content":134,"file_id":135,"file_url":136,"file_type":137,"file_size":138,"view_count":39,"is_deleted":4,"is_public":8,"is_downloadable":8,"audit_status":8,"page_count":139,"language":140,"language_code":63,"site_id":62,"html_lang":63,"table_of_contents":141,"faqs":142,"seo_title":143,"seo_description":67,"update_tm":129,"read_time":144},34359740700684,"https://ap-avatar.wpscdn.com/avatar/1f400023980c374ae676?_k=1777273430885731487","KUASAI MACHINE LEARNING & COMPUTER VISION DALAM SEKEJAP  \nNandang Gunawan Tunggal Waras, S.Si, M.T .  \nDr. Ir . N. Tri S. Saptadi, S.Kom., MT., MM., IPM. Ayunda Kusuma Wardani, S.Tr.Kom  \nVictor Benny Alexsius Pardosi, S. Kom., M.Sc.  \nQonitatul Hasanah, S.S.T., M.Tr.T.  \nArvita Agus Kurniasari, S.ST.,M.Tr. Kom . Muhammad Hafidh Firmansyah, S.Tr. Kom., M.Sc. Aji Seto Arifianto, S.ST, M.T  \nGiandari Maulani, S. Kom, M. Kom Johar Nur Iin, S . Kom., MT  \nCV HEI PUBLISHING INDONESIA  \nKUASAI MACHINE LEARNING & COMPUTER VISION DALAM SEKEJAP  \nPenulis :  \nNandang Gunawan Tunggal Waras, S.Si, M.T.  \nDr. Ir. N. Tri S. Saptadi, S.Kom., MT., MM., IPM. Ayunda Kusuma Wardani, S.Tr.Kom  \nVictor Benny Alexsius Pardosi, S.Kom., M.Sc.  \nQonitatul Hasanah, S.S.T., M.Tr.T.  \nArvita Agus Kurniasari, S.ST.,M.Tr.Kom. Muhammad Hafidh Firmansyah, S.Tr.Kom., M.Sc. Aji Seto Arifianto, S.ST, M.T  \nGiandari Maulani, S.Kom, M.Kom  \nJohar Nur Iin, S. Kom., MT  \nISBN : 978-623-8722-12-9  \nEditor : Ade Wisandra, S.Kom, M.Kom  \nPenyunting : Muhammad Ikhlas Al Kutsi, S.Kom., S.Pd., M.M. Desain Sampul dan Tata Letak : Ipah Kurnia Putri S.ST  \nPenerbit : CV HEI PUBLISHING INDONESIA Anggota IKAPI No. 034/SBA/2023  \nRedaksi :  \nJl. Air Paku No.29 RSUD Rasidin, Kel. Sungai Sapih, Kec Kuranji  \nKota Padang Sumatera Barat [Website : www.HeiPublishing.id](Website : www.HeiPublishing.id)  \n[Email : heipublishing.id@gmail.com](Email : heipublishing.id@gmail.com)  \nCetakan pertama, Juli 2024  \nHak cipta dilindungi undang-undang Dilarang memperbanyak karyatulis ini dalam bentuk dan dengan cara apapun tanpa izin tertulis daripenerbit.  \nKATA PENGANTAR  \nDengan mengucapkan puji syukur kehadirat Allah SWT, atas limpahan rahmat dan hidayahNya, maka Penulisan Buku dengan judul Kuasai Machine Learning & Computer Vision dalam Sekejap dapat diselesaikan. Buku ini berisikanbahasan tentang Compuer Vision, Machine Learning, Pemrogaman Python, Persiapan dan Pra Pemrosesan Data, Computer Vision Dengan Conlutional Neural Networks, Computer Vision Dengan YOLO, Computer Vision Dengan Regression dan Computer Vision Dengan Clustering  \nBuku ini masih banyak kekurangan dalampenyusunannya. Oleh karena itu, kami sangat mengaharapkan kritik dan saran demi perbaikan dan kesempurnaan buku ini selanjutnya. Kami mengucapkan terima kasih kepada berbagai pihak yang telah membantu dalam proses penyelesaian Buku ini. Semoga Buku ini dapat menjadi sumber referensi dan literatur yang mudah dipahami.  \nPadang, Juli 2024 Penulis  \nDAFTAR ISI  \nDaftar Isi ....................................................................... ii  \n[Daftar Gambar](Daftar Gambar ............................................................. vi)[ ............................................................. vi](Daftar Gambar ............................................................. vi)  \n[Daftar Tabel](Daftar Tabel ...............................................................)[ ...............................................................](Daftar Tabel ...............................................................). ix  \nBAB 1  \nPEN DA HU LUAN ......................................................................................................... 1  \n1. Ikhtisar..........................................................................................................................1  \n2. Machine Learning dalam Computer Vision .................................5  \n3. Tujuan dan Ruang Lingkup Buku...................................................... 10  \nBAB 2  \nCOMPUTER VISION ............................................................................................13  \n1. Apa yang Dimaksud dengan Computer Vision......................13  \n2. Teknik Pengolahan Citra Digital ......................................................... 17  \n3. Ekstraksi Fitur (Warna, Bentuk, Tekstur) .................................. 19  \nBAB 3  \nMACHINE LEARNING ..........................................................................","cbCaip6Em3MrQmD6","https://ap.wps.com/l/cbCaip6Em3MrQmD6","pdf",7825342,181,"English","# KATA PENGANTAR\n# DAFTAR ISI\n## BAB 1 - PEN DA HU LUAN\n## BAB 2 - COMPUTER VISION\n## BAB 3 - MACHINE LEARNING\n## BAB 4 - PEMROGAMAN PYTHON\n## BAB 5 - PERSIAPAN DAN PRA PEMROSESAN DATA (Data Preparation and Preprocessing)\n## BAB 6 - COMPUTER VISION DENGAN CONVOLUTIONAL NEURAL NETWORKS (CNNS)","[{\"question\":\"Apa saja topik utama dalam buku ini terkait computer vision?\",\"answer\":\"Buku ini membahas definisi computer vision, teknik pengolahan citra digital, serta ekstraksi fitur seperti warna, bentuk, dan tekstur.\"},{\"question\":\"Bagaimana buku ini menjelaskan konsep machine learning?\",\"answer\":\"Buku ini memuat konsep dasar machine learning serta pembelajaran terawasi dan pembelajaran tidak terawasi.\"},{\"question\":\"Apa yang dipelajari pada bagian pemrograman Python?\",\"answer\":\"Bagian ini mencakup dasar bahasa Python, sintaks dasar, fungsi dan modul, IDE/text editor online dan offline, praktik terbaik, error dan exception, serta Python library.\"}]","KUASAI MACHINE LEARNING & COMPUTER VISION DALAM SEKEJAP | PDF",456]