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Analisis Real sebagai Dasar Matematika untuk Pengembangan Kecerdasan Buatan dan Machine Learning Ghina Putri Andini; Maryani; Depriwana Rahmi; Suci Yunianti; Annisa Kurniati
AT-TAKLIM: Jurnal Pendidikan Multidisiplin Vol. 2 No. 12 (2025): At-Taklim: Jurnal Pendidikan Multidisiplin (Edisi Desember)
Publisher : PT. Hasba Edukasi Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.71282/at-taklim.v2i12.1468

Abstract

This study aims to examine the role of fundamental concepts of Real Analysis as a mathematical foundation in the development of artificial intelligence and machine learning through a literature review. Concepts such as limits, continuity, and convergence are directly related to the optimization process used in model training, making a deep theoretical understanding essential in modern computing (Goodfellow et al., 2016). Data were obtained from various theoretical books, national and international journal articles, and applied mathematics research, then analyzed using content analysis techniques to explore patterns and contributions of the literature. The results of the study confirm that Real Analysis not only serves as a theoretical foundation of mathematics but also plays a strategic role in ensuring the stability and accuracy of artificial intelligence algorithms, making mastery of these concepts a crucial requirement in supporting technological development and improving the quality of mathematics learning.
Co-Authors A. Syukri Shaleh Abdul Khoir HS Adi Jaya, Adi Adventa, Alma Ahmad Hasany Ahmad Syamsul Bahri, Ahmad Syamsul Albertus Djoko Lesmono, Albertus Djoko Alex Harijanto Alfiannisa Shafira Aminuyati Ana Andriyani Andini, Alfenda Dwi Angre Yani, Fitri Anis Malik Toha Annisa Kurniati Arroyyani, Risa Arya Yanuar, Fitra Binti Baharuddin, Rasdiana Depriwana Rahmi Desi Arum Porwitasari Dian Herni Fidayah Dwi Andreanto, Agung Eci Daryanti, Karlina Endang Setyaningsih Evnaweri Fatiha, Dayang Nur Eza Fitri Novianti Fitriani Wira Kurniawati, Anita Ghina Putri Andini Gunawan, Syahrul Hadi Sucipto, Tinoto Handayani, Rif’ati Dina Hikmatul Hasanah Hindun Hudaya, Muhammad Reza I Ketut Mahardika Ibnu Nurrahman, Pandu Idil Adha Ika Khoiriyani Indanarti Intan Ambarwati Irma Fitria Jannaton Naim Juliansyah Khoirul Hidayat Kholilah, Aulia L. Sihaloho, Maya Lailatul Nuraini M. Kamal Fathoni Martiana Nugraha, Puput Martina Sri Rejeki Hutapea Maulidatul Hasanah Maulidiyatul Jannah, Nella Muhammad Raihan Habibillah Mutia Sari NASRUDIN Neni Triana Ngurah Ayu Nyoman Nisa, Umi Khoirun Nopembereni, Eti Dewi Nova Putri Anugrah Nubzatussaniyyah, Nunu Nur Arifah Drajati Nuraini Nurhayati, Pipin Nurlansi Nurmila Nurul hayati Oktavia, Wiwin Page, Susan E. Pauzan Haryono Pidayan Sasnifa Pipin Nurhayati Rahmania, Ulya Ghifrani Ramlah Rauzatunnur Reni Barus, Emi Rini Puji Astuti Riski Febri Yanti Rizqan Khairan Munandar Robiatul Adawiyah Roihan Ramadhan, Muhammad Rosana Elvince Rosita Rozzaq, Ahmad Nur Ruslan Abdul Gani, Ruslan Sahidin Saidah Salih, Martha Adi Samin Batubara Sampuji Saragih, Osi Karina Shofian Bin Ahmad Sholikhah, Nikmatus Siti Khoirotunnisa Siti Nurhidayah Sofiyanti, Ida SRI ASTUTIK Suardi Ritonga, Ahmad Subianto, Pratiwi Suci Yunianti suparni Supeno Suri Barus, Supian Suryansyah Syarif, Aiman Syukri Saleh Taufik Muhtarom Tessa Nathalia Timiyatun, Endar Ubaidillah Umar Yusuf Umban Adi Jaya Umi, Umi Khoirun Nisa Ummi Suraya Ummil Fadhliyah Soraya Ummil, Ummil Fadhliyah Soraya Upton, Caroline Wahyu Indriyani, Dina Wahyu Wulansari, Rizki Wijaya, Deni Yeni Isnaeni, Yeni Zainal Arifin Zaini Ladista, Aldri