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Dokumen merancang program webinar dan workshop berjudul “From Zero to Hero with KNIME: Introduction to Machine Learning Workflows & Storytelling with Data Using Looker Studio”. Kegiatan menggabungkan pemaparan materi dan praktik langsung dengan studi kasus e-commerce, diikuti pretest dan post-test serta tanya jawab interaktif. Hasil evaluasi menunjukkan respons positif, rata-rata skor post-test 85%, serta tingkat kepuasan peserta tinggi.",{"@graph":63,"@context":120},[64,81,103],{"@type":65,"itemListElement":66},"BreadcrumbList",[67,72,75,78],{"item":68,"name":69,"@type":70,"position":71},"https://docshare.wps.com","Home","ListItem",1,{"item":73,"name":9,"@type":70,"position":74},"https://docshare.wps.com/id/document/",2,{"item":76,"name":39,"@type":70,"position":77},"https://docshare.wps.com/id/document/teknologi/",3,{"item":79,"name":59,"@type":70,"position":80},"https://docshare.wps.com/id/document/webinar-and-workshop-from-zero-to-hero-with-knime-introduction-to-machine-learning-workflows-storytelling-with-data-using-looker-studio/128625/",4,{"url":79,"name":59,"@type":82,"image":83,"author":88,"headline":59,"publisher":91,"fileFormat":94,"inLanguage":57,"description":61,"dateModified":95,"datePublished":96,"encodingFormat":94,"isAccessibleForFree":97,"interactionStatistic":98},"DigitalDocument",{"url":84,"@type":85,"width":86,"height":87},"https://docshare.wps.com/thumbnails/webinar-and-workshop-from-zero-to-hero-with-knime-introduction-to-machine-learning-workflows-storytelling-with-data-using-looker-studio/128625.png","ImageObject",300,407,{"name":89,"@type":90},"Olivia Brown","Person",{"url":68,"name":92,"@type":93},"DocShare","Organization","application/pdf","2026-09-17","2026-08-06",true,{"@type":99,"interactionType":100,"userInteractionCount":102},"InteractionCounter",{"@type":101},"ViewAction",7,{"@type":104,"mainEntity":105},"FAQPage",[106,112,116],{"name":107,"@type":108,"acceptedAnswer":109},"Apa tujuan utama webinar dan workshop ini?","Question",{"text":110,"@type":111},"Memperkenalkan konsep dasar Machine Learning, menunjukkan implementasi workflow ML menggunakan KNIME, serta memanfaatkan Google Looker Studio untuk visualisasi data interaktif.","Answer",{"name":113,"@type":108,"acceptedAnswer":114},"Bagaimana metode pelaksanaan kegiatan dilakukan?",{"text":115,"@type":111},"Kegiatan menggunakan pemaparan materi melalui webinar, dilanjutkan workshop praktis dengan bimbingan serta studi kasus e-commerce, disertai sesi tanya jawab.",{"name":117,"@type":108,"acceptedAnswer":118},"Bagaimana evaluasi pemahaman peserta diukur?",{"text":119,"@type":111},"Pemahaman diukur dengan pretest dan post-test. 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Namun, kompleksitas teknologi inimenimbulkan tantangan bagi banyak profesional dan mahasiswa dalam menguasainya. Untuk mengatasi hal tersebut, kami mengadakan webinar dan workshop berjudul \"From Zero to Hero with KNIME: Introduction to Machine Learning Workflows & Storytelling with Data Using Looker Studio\". Kegiatan ini dilaksanakan dengan metode pemaparan materi melalui Webinar dandilanjutkan dengan Workshop praktis. Evaluasi kepuasan peserta dilakukan melalui kuisioner yang menunjukkan respon positif terhadap pemateri dan materi yang disampaikan. Hasil menunjukkan bahwa kegiatan berjalan sukses, dibuktikan dengan partisipasi dari 40 peserta dari berbagai latarbelakang. Peserta mengisi Post-Test yang menunjukkan pemahaman yang baik terhadap materi, dengan rata-rata skor 85% . Feedback yang didapatkan dari peserta menunjukkan 61,5% merasa puas dan 38.5% merasa sangat puas dengan kegiatan ini. Kombinasi ML, KNIME, dan Google Looker Studio terbukti menawarkan pendekatan yang efektif untuk menganalisis data kompleks dan menyajikannya secara mudah dipahami.  \nKata kunci: Machine Learning, KNIME, Google Looker Studio, Analisis Data, Visualisasi Data, Ecommerce  \nAbstract  \nThe development of data analysis and artificial intelligence opened up new opportunities in information processing and data-driven decision making. However, the complexity of these technologies posed challenges for many professionals and students in mastering them. To address this, we conducted a webinar and workshop titled \"From Zero to Hero with KNIME: Introduction to Machine Learning Workflows & Storytelling with Data Using Looker Studio\". The event was carried out through a Webinar for material presentation followed by a practical Workshop. Participant satisfaction was evaluated through a questionnaire, which showed positive responses towards the presenters and the material delivered. Results indicated that the event was successful, evidenced by the participation of 40 attendees from various backgrounds. Participants completed a Post-Test that demonstrated good understanding of the material, with an average score of 85% . Feedback obtained from participants showed that 61.5% were satisfied and 38.5% were very satisfied with the event. The combination of ML, KNIME, and Google Looker Studio proved to offer an effective approach to analyzing complex data and presenting it in an easily understandable manner.  \nKeywords: Machine Learning, KNIME, Google Looker Studio, Data Analysis, Data Visualization, E-commerce  \nPENDAHULUAN  \nDi era digital yang terus berkembang pesat, kemampuan untuk menganalisis dan memvisualisasikan data secara efektif telah menjadi kunci keberhasilan bagi berbagai organisasi.  \nNamun, banyak profesional dan mahasiswa masih mengalami kesulitan dalam menguasai teknikteknik analisis data modern, terutama yang berkaitan dengan Machine Learning (ML) dan visualisasi data interaktif. Revindra Al Ghivary et al. (2023) . Kurangnya pemahaman dan keterampilan praktis dalam bidang ini dapat menghambat pengambilan keputusan berbasis data yang efektif dan efisien.  \nUntuk mengatasi permasalahan tersebut, kami merancang program webinar dan workshop berjudul \"From Zero to Hero with KNIME: Introduction to Machine Learning Workflows & Storytelling with Data Using Looker Studio\". Kegiatan ini bertujuan untuk memperkenalkan pesertapada konsep","cbCaisnL22o6O28Z","https://ap.wps.com/l/cbCaisnL22o6O28Z","pdf",751237,11,"Indonesian","# Pendahuluan\n## Latar belakang dan tujuan program\n## Rencana penyelesaian masalah dan evaluasi\n## Konsep dasar: Machine Learning, KNIME, Google Looker Studio\n# Machine Learning\n## Pengertian dan prinsip kerja\n## Tipe pembelajaran dalam Machine Learning","[{\"question\":\"Apa tujuan utama webinar dan workshop ini?\",\"answer\":\"Memperkenalkan konsep dasar Machine Learning, menunjukkan implementasi workflow ML menggunakan KNIME, serta memanfaatkan Google Looker Studio untuk visualisasi data interaktif.\"},{\"question\":\"Bagaimana metode pelaksanaan kegiatan dilakukan?\",\"answer\":\"Kegiatan menggunakan pemaparan materi melalui webinar, dilanjutkan workshop praktis dengan bimbingan serta studi kasus e-commerce, disertai sesi tanya jawab.\"},{\"question\":\"Bagaimana evaluasi pemahaman peserta diukur?\",\"answer\":\"Pemahaman diukur dengan pretest dan post-test. Hasil post-test menunjukkan rata-rata skor 85% dan umpan balik kepuasan peserta berada pada kategori positif.\"}]","Webinar dan Workshop - From Zero to Hero with KNIME - Introduction to Machine Learning Workflows & Storytelling with Data Using Looker Studio | PDF",17]