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PELATIHAN DASAR BACKEND DEVELOPMENT FRAMEWORK LARAVEL 12 MELALUI WEBINAR DAN WORKSHOP Muhammad Imam Najib; Muhammad Rayyan Ghifari; Muhammad Lutfi Yatna; Dzaki Fawwaz Aryadi; Jumail; Yana Adharani; Rully Mujiastuti; Sitti Nurbaya Ambo
Informatika: Jurnal Teknik Informatika dan Multimedia Vol. 5 No. 2 (2025): Oktober : JURNAL TEKNIK INFORMATIKA DAN MULTIMEDIA
Publisher : LPPM Politeknik Pratama Kendal

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51903/informatika.v5i2.1210

Abstract

In the era of digital transformation, backend development skills are crucial for students, especially in the field of information technology. This community service activity aimed to provide students with fundamental understanding and skills in building REST APIs using Laravel 12, a modern PHP framework widely used in the industry. The activity, titled “Building Your First Backend Project With Laravel 12”, consisted of two sessions: a webinar that introduced the MVC architecture, Laravel installation, and REST API structure, and a hands-on workshop focusing on configuring the project, database connection, and implementing CRUD endpoints. The event was conducted online and attended by 20 participants from various institutions. Evaluation was carried out through pre-test and post-test assessments, as well as a feedback questionnaire. The results showed an increase in participants’ understanding of backend development using Laravel. Most participants expressed satisfaction with the materials and the presenters. This activity is expected to serve as a model for
From Zero to AI: Educational Initiatives Through Webinars and Workshops on Developing Machine Learning Models Using TensorFlow Haq, Hafizh Umar; Mirza Sutrisno; Popy Meilina; Yana Adharani; Nurvelly Rosanti; Jumail; Kevin Arya Dandy; Muhammad Imam Najib; Anggi Rahmadillah; Miftahul Jannah; Rully Mujiastuti
Society : Jurnal Pengabdian Masyarakat Vol. 5 No. 2 (2026): Maret
Publisher : Edumedia Solution

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55824/3qq71h51

Abstract

The development of Artificial Intelligence (AI) and Machine Learning (ML) requires improved technological literacy and a basic understanding of practical applications. This study aims to introduce the concepts of AI and ML through the implementation of simple machine learning models using TensorFlow. The methods used include material delivery, model implementation practice, and evaluation through pre-tests, post-tests, and feedback questionnaires. The evaluation results show an increase in participants' understanding, marked by an increase in the average score from 76.76 on the pre-test to 80.91 on the post-test, or an increase of 5.41%. In addition, the feedback results showed a very high level of satisfaction, with 96% of participants giving positive ratings. This shows that the TensorFlow-based learning approach is effective in improving basic understanding and skills related to AI and ML.