{"id":4310,"date":"2024-11-17T15:41:16","date_gmt":"2024-11-17T08:41:16","guid":{"rendered":"https:\/\/student-activity.binus.ac.id\/himstat\/?p=4310"},"modified":"2024-11-18T18:19:36","modified_gmt":"2024-11-18T11:19:36","slug":"24a23","status":"publish","type":"post","link":"https:\/\/student-activity.binus.ac.id\/himstat\/2024\/11\/24a23\/","title":{"rendered":"The Role of Statistics in Creating AI"},"content":{"rendered":"<p style=\"text-align: justify\"><i><span data-contrast=\"auto\">Artificial Intelligence <\/span><\/i><span data-contrast=\"auto\">pada saat ini menjadi suatu teknologi yang banyak digunakan oleh masyarakat. <\/span><i><span data-contrast=\"auto\">Artificial Intelligence <\/span><\/i><span data-contrast=\"auto\">adalah salah satu bidang ilmu komputer untuk memecahkan masalah yang kognitif, dimana umumnya terkait dengan kecerdasan manusia. Dalam bidang statistika, <\/span><i><span data-contrast=\"auto\">Artificial Intelligence<\/span><\/i><span data-contrast=\"auto\"> sering digunakan dalam melakukan analisis, prediksi, dan visualisasi data, Salah satu contohnya adalah <\/span><i><span data-contrast=\"auto\">machine learning<\/span><\/i><span data-contrast=\"auto\">. Namun, peran statistika dalam pengembangan teknologi AI jarang dibahas.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559740&quot;:360}\">\u00a0<\/span><\/p>\n<p style=\"text-align: justify\"><span data-contrast=\"auto\">Statistika memiliki peran penting dalam teknologi AI. Banyak penerapan ilmu statistika digunakan dalam menciptakan teknologi <\/span><i><span data-contrast=\"auto\">Artificial Intelligence<\/span><\/i><span data-contrast=\"auto\">, karena AI bekerja dengan mengolah data relevan untuk menghasilkan informasi. Pengumpulan informasi ini, yang menggunakan ilmu statistika. Seperti, analisis regresi, digunakan metode statistik ini untuk mengetahui model dan prediksi apa yang didapatkan dari <\/span><i><span data-contrast=\"auto\">input<\/span><\/i><span data-contrast=\"auto\"> yang dimasukkan. Berikutnya juga ada metode statistik bayessian, digunakan metode statistik ini dalam <\/span><i><span data-contrast=\"auto\">Artificial Intelligence<\/span><\/i><span data-contrast=\"auto\"> untuk mengestimasi probabilitas berdasarkan pemahaman data sebelumnya dan juga melakukan klasifikasi dan prediksi dari <\/span><i><span data-contrast=\"auto\">input<\/span><\/i><span data-contrast=\"auto\"> data yang dimasukkan. Selanjutnya ada metode <\/span><i><span data-contrast=\"auto\">neural networks<\/span><\/i><span data-contrast=\"auto\">, <\/span><i><span data-contrast=\"auto\">neural networks <\/span><\/i><span data-contrast=\"auto\">adalah salah satu metode <\/span><i><span data-contrast=\"auto\">machine learning<\/span><\/i><span data-contrast=\"auto\"> yang\u00a0sering diterapkan dalam\u00a0pengenalan gambar dan suara.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559731&quot;:720,&quot;335559740&quot;:360}\">\u00a0<\/span><\/p>\n<p style=\"text-align: justify\"><strong>Referensi:\u00a0<\/strong><br \/>\n<span data-contrast=\"auto\">Martha, S., &amp; Nuthana Priya, M. (2023). Role of statistics in artificial intelligence.\u202f<\/span><i><span data-contrast=\"auto\">International Journal of Engineering Applied Sciences and Technology<\/span><\/i><span data-contrast=\"auto\">,\u202f<\/span><i><span data-contrast=\"auto\">8<\/span><\/i><span data-contrast=\"auto\">(1), 96-98.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559740&quot;:360}\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Artificial Intelligence pada saat ini menjadi suatu teknologi yang banyak digunakan oleh masyarakat. Artificial Intelligence adalah salah satu bidang ilmu komputer untuk memecahkan masalah yang kognitif, dimana umumnya terkait dengan kecerdasan manusia. Dalam bidang statistika, Artificial Intelligence sering digunakan dalam melakukan analisis, prediksi, dan visualisasi data, Salah satu contohnya adalah machine learning. Namun, peran statistika [&hellip;]<\/p>\n","protected":false},"author":16,"featured_media":4311,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-4310","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-article"],"_links":{"self":[{"href":"https:\/\/student-activity.binus.ac.id\/himstat\/wp-json\/wp\/v2\/posts\/4310","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/student-activity.binus.ac.id\/himstat\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/student-activity.binus.ac.id\/himstat\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/student-activity.binus.ac.id\/himstat\/wp-json\/wp\/v2\/users\/16"}],"replies":[{"embeddable":true,"href":"https:\/\/student-activity.binus.ac.id\/himstat\/wp-json\/wp\/v2\/comments?post=4310"}],"version-history":[{"count":2,"href":"https:\/\/student-activity.binus.ac.id\/himstat\/wp-json\/wp\/v2\/posts\/4310\/revisions"}],"predecessor-version":[{"id":4329,"href":"https:\/\/student-activity.binus.ac.id\/himstat\/wp-json\/wp\/v2\/posts\/4310\/revisions\/4329"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/student-activity.binus.ac.id\/himstat\/wp-json\/wp\/v2\/media\/4311"}],"wp:attachment":[{"href":"https:\/\/student-activity.binus.ac.id\/himstat\/wp-json\/wp\/v2\/media?parent=4310"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/student-activity.binus.ac.id\/himstat\/wp-json\/wp\/v2\/categories?post=4310"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/student-activity.binus.ac.id\/himstat\/wp-json\/wp\/v2\/tags?post=4310"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}