Application of Deep Learning Method in Learning
DOI:
https://doi.org/10.55927/fjsr.v4i6.308Keywords:
Artificial Intelligent (AI), Machine Learning (ML), Deep Learning (DL), Algoritma Deep LearningAbstract
This research aims to explore and analyze the use of Deep Learning methods in the learning process through a literature review. This study shows that in recent years, the development of artificial intelligence (AI) technology has been very rapid. Various problems that were previously difficult to solve are now easier with the help of AI. Artificial intelligence is an interesting and important topic to study and apply because of its ability to resemble the neural network of the human brain. Currently, AI is divided into two main branches, namely Deep Learning and Machine Learning. AI technology is believed to help educational institutions improve work efficiency, reduce operational costs, and provide a deeper understanding of financial flows, as well as accelerate responses to needs and demands
References
Abdul Raup, dkk. Deep Learning dan Penerapannya dalam Pembelajaran, JIIP (Jurnal Ilmiah Ilmu Pendidikan) (eISSN: 2614-8854) Volume 5, Nomor 9, September 2022
Arifudin, O. Analysis Of Learning Management In Early Childhood Education. Technology Management, 1(1), 2022
Arifudin, O. Implementasi Balanced Scorecard dalam Mewujudkan Pendidikan Tinggi World Class. Edumaspul: Jurnal Pendidikan, 5(2), 2021
Arifudin, O. Implementasi Sistem penjaminan mutu internal (SPMI) Sebagai Upaya Meningkatkan Mutu Program Studi. Jurnal Al-Amar (Ekonomi Syariah, Perbankan Syariah, Agama Islam, Manajemen Dan Pendidikan), 1(3), 2020
Assegaf. Membangun Format Pendidikan Islam di Era Globalisasi. Yogyakarta: Ar- Ruuz Media, 2004
Deng. Deep Learning: Methods and Applications. Foundations and Trends in Signal Processing, 7(3), 2014
Jamiah Nurhakiki, Pengenalan 4 Algoritma Pada Pembelajaran Deep Learning Beserta Implikasinya, Jurnal Pendidikan Berkarakter, Volume. 2 No. 1 Februari 2024
Kevin Maulana Azhar, Dkk, Implementasi Deep Learning Menggunakan Metode Convolutional Neural Network Dan Algoritma Yolo Dalam Sistem Pendeteksi Uang Kertas Rupiah Bagi Penyandang Low Vision, Transient, Vol. 10, No. 3, September 2021
Knight. Artificial Intelligence. New York: McGraw-Hill. 1991
Jumrah Jamil & Alyyuddin M. Dun, Ilmu Pendidikan Islam, Sumatra Barat : Azka Pustaka, 2024
Mayasari, A. Implementasi Sistem Informasi Manajemen Akademik Berbasis Teknologi Informasi dalam Meningkatkan Mutu Pelayanan Pembelajaran di SMK. JIIP- Jurnal Ilmiah Ilmu Pendidikan, 4(5), 2021
MF AK. Pembelajaran Digital. Bandung : Widina Bhakti Persada, 2021
Muhammad Haris Diponegoro, dkk. Implementasi Metode Deep Learning pada Prediksi Kinerja Murid, Jurnal Nasional Teknik Elektro dan Teknologi Informasi | Vol. 10, No. 2, Mei 2021
Nasri. Kecerdasan Buatan (Artificial Intelligence ). Jurnal Artificial Intelligence, 1(2), 2014
Nasser, A. A. Sistem Penerimaan Siswa Baru Berbasis Web Dalam Meningkatkan Mutu Siswa Di Era Pandemi. Biormatika: Jurnal Ilmiah Fakultas Keguruan Dan Ilmu Pendidikan, 7(1), 2021
Primartha. Belajar Machine Learning Teori Dan Praktik. Palembang, 2018
Pumsirirat. Credit Card Fraud Detection using Deep Learning based on Auto-Encoder and Restricted Boltzmann Machine. International Journal of Advanced ComputerScience and Applications (IJACSA), 9(1) 2018
Putra. Pengenalan Konsep Pembelajaran Mesin Dan Deep Learning. 1.0. Tokyo: Tokyo Institute of Technology. 2018
Sofyan, Y. Peranan Konseling Dosen Wali Dalam Meningkatkan Motivasi Belajar Mahasiswa Di Perguruan Tinggi Swasta Wilayah LLDIKTI IV. Jurnal Bimbingan Dan Konseling Islam, 10 (2), 2020
Tanjung, R. Manajemen Pelayanan Prima Dalam Meningkatkan Kepuasan Mahasiswa Terhadap Layanan Pembelajaran (Studi Kasus di STIT Rakeyan Santang Karawang). MEA (Manajemen, Ekonomi, & Akuntansi), 3 (1), 2019
Ulfah, U. Kepemimpinan Pendidikan di Era Disrupsi. JIIP-Jurnal Ilmiah Ilmu Pendidikan, 5(1), 2022
