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All Journal Society: Jurnal Pengabdian Masyarakat Jurnal Pengabdian Kolaborasi dan Inovasi IPTEKS
Nurbaya Ambo, Sitti
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Agriculture, Biological Sciences & Forestry Computer Science & IT Economics, Econometrics & Finance Education Environmental Science Languange, Linguistic, Communication & Media Social Sciences

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WEBINARS & WORKSHOPS INTRODUCTION TO COMPUTER VISION: UNRAVELING THE WONDERS OF COMPUTER VISION Dwi Duta Mahardewantoro; Amili, Fadel; Ilyasa, Fahri; Ikhsan Adi Prayogo; Ikhsan Fitriansyah; Muhammad Arif; Rifqi Baihaqi Sabhan; Syuja Ardyansyach; Muhammad Adri Farqan; Nurvelly Rosanti; Poppy Meilina; Nurbaya Ambo, Sitti
Jurnal Pengabdian Kolaborasi dan Inovasi IPTEKS Vol. 2 No. 1 (2024): Februari
Publisher : CV. Alina

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59407/jpki2.v2i1.494

Abstract

The computer vision workshop is a crucial platform addressing the escalating demands of this rapidly evolving field within computer science. In today's era, visual data processing is integral across diverse sectors such as healthcare, security, and industry, making the workshop a guiding beacon for participants navigating the complex terrain of computer vision. Central to its agenda is the dissemination of practical insights into training data for object recognition, a cornerstone for unleashing the full potential of computer vision applications. Participants delve into fundamental concepts, encompassing nuances of deep learning alongside the intricacies of data training and object detection. Employing Google Colab and Python programming language, the workshop emphasizes practical application, equipping participants with cutting-edge tools. Expected outcomes encompass participants fostering a profound grasp of underlying principles, refining proficiency in data training for nuanced object detection, and bolstering confidence through hands-on exercises. Designed holistically, the workshop integrates elements such as deep learning, computer vision, interactive Q&A sessions, and practical exercises, ensuring participants acquire a robust skill set ready for real-world challenges in the dynamic realm of computer vision.
TECH TALK : SOFTWARE DEVELOPMENT TRAINING AND FRAMEWORK UTILIZATION FOR WEBSITE DEVELOPMENT Maulana, Mirza; Abyan Shidqi, Muhammad; Alifsyah Ramadhan, Rafi Novranza; Arista Putri, Syahda; Fadhlurokhman, Rafi; Haykal Andana, Muhammad; Cholis Arethusa, Muhammad; Khoirrosyid, Haida; Guritno, Deden; Mujiastuti, Rully; Rosanti, Nurvelly; Nurbaya Ambo, Sitti
Jurnal Pengabdian Kolaborasi dan Inovasi IPTEKS Vol. 2 No. 1 (2024): Februari
Publisher : CV. Alina

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59407/jpki2.v2i1.508

Abstract

Program Magang dan Studi Independen Bersertifikat (MSIB) merupakan inisiatif dari Kementrian Pendidikan, Kebudayaan, Riset, dan Teknologi (Kemdikbudristek) untuk memberikan kesempatan kepada mahasiswa mengembangkan keterampilan di luar perkuliahan, dengan fokus pada pengembangan perangkat lunak. Kegiatan ini bertujuan memberikan pemahaman dan keterampilan dasar dalam pengembangan perangkat lunak kepada mahasiswa dan masyarakat umum. Metode pelaksanaan kegiatan terdiri dari pemaparan materi dasar, eksplorasi framework terkini, dan workshop pembuatan website sederhana. Dilakukan evaluasi kepuasan peserta melalui kuisioner yang menunjukkan respon positif terhadap pemateri dan materi yang disampaikan. Hasil dan pembahasan menunjukkan bahwa kegiatan berlangsung lancar dan sukses, dengan partisipasi 50 peserta dari berbagai instansi. Feedback dari peserta menunjukkan kepuasan dan pemahaman yang baik terhadap materi.
WEBINAR DAN WORKSHOP OPTIMIZING E – COMMERCE SUCCESS A DEEP DIVE INTO CUSTOMER CHURN PREDICTION WITH DATA SCIENCE Saputri, Octaviani; Sulthan, Athilla; Prasetio, Iqlal Wira; Saputra, Audyka; Hasan, Nur Fatima; Ihsan, Awang; Rozy, Farhan; Akhdan, Nabil; Gimnastiar, Nazar; Nurbaya Ambo, Sitti; Jumail, Jumail
Jurnal Pengabdian Kolaborasi dan Inovasi IPTEKS Vol. 2 No. 1 (2024): Februari
Publisher : CV. Alina

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59407/jpki2.v2i1.509

Abstract

E-commerce adalah salah satu bagian yang paling terpenting dari internet. Saat ini dengan semakin pesatnya perkembangan teknologi dan internet di indonesia, telah memiliki dampak yang besar terhadap perubahan bisnis. Yaitu mulai dari cara beriklan, cara jual beli, cara berinteraksi antar manusia, dan sebagainya. Dengan e-commerce telah banyak merubah dalam proses jual-beli. Perkembangan pengguna komputer sangat cepat serta didukung oleh sermakin terjangkaunya harga komputer serta semakin mudahnya penggunakan komputer semakin membuka peluang terbentuknya pasar digital. Prediksi churn pelanggan adalah strategi bisnis yang penting bagi perusahaan. Untuk mendapatkan pelanggan baru membutuhkan biaya yang jauh lebih tinggi daripada mempertahankan pelanggan yang sudah ada. prediksi churn dilakukan berdasarkan model prediksi churn yang telah dikembangkan pada penelitian terdahulu yang antara lain mencakup informasi mengenai pelanggan, metode pembayaran, data percakapan, data penggunaan jenis-jenis layanan telekomunikasi dan data yang menggambarkan perubahan perilaku penggunaan layanan telekomunikasi tersebut. Maka dari itu, Universitas Muhammadiyah Jakarta khususnya Program Studi Teknik Informatika memberikan peluang kepada mahasiswa dengan menyelenggarakan Webinar dan Workshop mengenai Prediction Churn Customer with Data Science terutama dalam aspek E – Commerce. Acara ini diselenggarakan secara daring melalui platfrom Zoom Conference dengan target peserta umum yang bertujuan agar mereka dapat memahami konsep dasar prediction churn customer pada e-commerce.
Step Into a New Dimension of the Android App Development World for Beginners Azima, Fauzan; Memanda, Freddy; Habibie, Muhammad Fadhil; Qardhawi, Nadif Yusuf; Gimnastiar, Nazar; Mujiastuti, Rully; Sutrisno, Mirza; Meilina, Popy; Nurbaya Ambo, Sitti; Adharani, Yana
Society : Jurnal Pengabdian Masyarakat Vol 4, No 2 (2025): Maret
Publisher : Edumedia Solution

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55824/jpm.v4i2.526

Abstract

Technological developments in the field of mobile applications have opened up many opportunities in various sectors. However, beginners often face obstacles due to a lack of basic knowledge about Android app development, so it is important for them to get a comprehensive and easy-to-understand education. In this context, the author and team organised an event titled “Step Into A New Dimension Of The Android App Development World For Beginners” with the aim of introducing the basics of Android app development to beginners with a structured approach. The programme was implemented through Webinars and Workshops, which included exposure to basic concepts to hands-on practice in creating simple applications. The evaluation results showed a positive response from 62 participants who came from various backgrounds, with 68% expressing satisfaction and 32% very satisfied with the implementation of this activity. In addition, the Pre-Test and Post-Test results showed an increase in participants' understanding of Android application development. This activity succeeded in providing a strong foundation for beginners to enter the world of Android application development.
Educating on the Application of Tensorflow in Artificial Intelligence, Machine Learning and Deep Learning Santoso, Ilham Budi; Aji, Irfan Pandu; Franskusuma, Sutio; Putri, Khansa Aqila; Ardharani, Yana; Mujiastuti, Rully; Nurbaya Ambo, Sitti; Meilina, Popy; Rosanti, Nurvelly; Amri, Nurul
Society : Jurnal Pengabdian Masyarakat Vol 4, No 2 (2025): Maret
Publisher : Edumedia Solution

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55824/jpm.v4i2.547

Abstract

In addition to bringing positive impacts, technological developments also provide new challenges in improving people's technological literacy, especially related to Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL). One of the main challenges is the low public understanding of these technologies, which are increasingly relevant in the era of digital transformation. On the other hand, Google developed a library with the name TensorFlow which is widely used for data processing in Artificial Intelligence, Machine Learning, and Deep Learning. Based on this, educational activities were carried out in the form of introducing and training the use of TensorFlow to the general public in the form of webinars and workshops with the theme ‘Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning’. The activity was carried out in two stages, namely webinars for delivering basic material and workshops for hands-on practice. Based on evaluation through a Likert scale questionnaire, the majority of participants stated that they were very satisfied with the quality of the material, presenters, and implementation of activities. The post-test results also showed an increase in participants' understanding of the material, as evidenced by correct answers on topics such as TensorFlow functions, supervised learning, and neural networks. The participation of 52 participants from various institutions shows the success of this activity in achieving its goals.  
Digital Transformation for MSMES: From Local to Global Priadi, Aryaguna Fadlurrahman; Alghifari, Abdul Hafizd; Fachrudin, Tedy; Amanullah, Muhammad Faiz; Mujiastuti, Rully; Sutrisno, Mirza; Meilina, Popy; Nurbaya Ambo, Sitti; Ardharani, Yana
Society : Jurnal Pengabdian Masyarakat Vol 4, No 2 (2025): Maret
Publisher : Edumedia Solution

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55824/jpm.v4i2.542

Abstract

In the digital era, Micro, Small and Medium Enterprises (MSMEs) are required to adapt to technology to improve competitiveness in the global market. One effective strategy is the utilization of digital platforms for online product promotion. This webinar and workshop activity aims to provide MSME players with an understanding of the use of CapCut, Canva, and TikTok Shop as digital marketing tools. The webinar discussed the basic theory of digital marketing strategies, while the workshop provided hands-on practice in creating promotional content using the three platforms. Evaluation was conducted through pre-test and post-test to measure the improvement of participants' understanding. The results showed that 70% of participants experienced an increase in understanding, and 85% of participants were satisfied and very satisfied with the material presented. This activity proves that the utilization of digital technology can help MSMEs in increasing their visibility and market reach more broadly.
Chatbots Made Easy: A Practical Workshop on Generative AI Aullia, Mochammad Rizqi; Fadillah, Muhammad Daffa; Umam, Khoirul; Septiana, Dimas; Rahmawati Gunawan, Alfiana; Nurbaya Ambo, Sitti; Rosanti, Nurvelly; Ardhani, Yana; Jumail, Jumail
Society : Jurnal Pengabdian Masyarakat Vol 4, No 3 (2025): Mei
Publisher : Edumedia Solution

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55824/jpm.v4i3.548

Abstract

Chatbots powered by Generative AI have become a rapidly evolving technological innovation, enabling users to interact with AI-based systems in a more natural way. However, the implementation of these chatbots still faces many challenges, especially for beginners who lack a deep technical background. This study aims to develop a more accessible and understandable approach for those new to Generative AI. Through webinars and workshops, participants were introduced to the fundamentals of language models, the use of tools such as Google Colab, as well as various challenges and opportunities in AI chatbot development. Some of the main obstacles encountered included complex materials, limited access to data and computational resources, and varying levels of understanding among participants. Nevertheless, these activities provided beginners with the opportunity to grasp the basics of Generative AI and even develop their own chatbots. With a more practical and inclusive approach, this study contributes to introducing Generative AI-based chatbot technology to a broader audience. Evaluation results showed positive feedback from 77 participants from diverse backgrounds, with 51.9% stating they were very satisfied, 37.7% satisfied, and 10.4% neutral. Additionally, Pre-Test and Post-Test results indicated an improvement in participants' understanding of building simple chatbots. This initiative successfully provided a strong foundation for beginners to enter the field of Artificial Intelligence, particularly Generative AI
Design Faster, Code Smarter: Web Design With SASS Hidayat, Taufik; Anjani, Meisya Putri; Afkarinah, Afni Izzah; Aullia, Mochammad Rizqi; Mujiastuti, Rully; Nurbaya Ambo, Sitti; Sutrisno, Mirza; Rosanti, Nurvelly
Society : Jurnal Pengabdian Masyarakat Vol. 4 No. 5 (2025): September
Publisher : Edumedia Solution

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55824/jpm.v4i5.630

Abstract

The "Design Faster, Code Smarter: Web Design With SASS" webinar and workshop, held on July 16, 2025, successfully educated participants on modern web design using SASS. This activity was implemented to address the challenges of managing traditional CSS code, which tends to be repetitive, difficult to maintain, and prone to errors in large-scale projects. SASS was chosen as the solution due to its dynamic, structured, and modular approach to writing CSS, offering features such as variables, functions, and mixins that significantly improve development efficiency. This community service activity employed a descriptive quantitative method, utilizing a survey approach through pre- and post-test questionnaires, as well as feedback forms, to measure participants' understanding. The 21 participants were students from the Informatics Engineering program at the University of Muhammadiyah Jakarta. A pre-test assessed initial knowledge, followed by a post-test and feedback questionnaire after the workshop. The workshop also provided hands-on coding experience, guiding participants in creating landing pages using Visual Studio Code and Figma designs. The post-test and feedback results revealed high participant satisfaction and a significant increase in understanding of SASS concepts. The percentage of correct answers to post-test questions ranged from 78.9% to 89.5%. Furthermore, 89.5% of participants stated that the material was clear (21.1% strongly agreed, 68.4% agreed), and 89.5% were satisfied with the overall event (21.1% felt very good, 68.4% good). This initiative successfully demonstrated that hands-on training effectively improves skills in modern web development and underscores the importance of continuing education programs to further enhance participants' SASS skills.
Laravel Api Masterclass: Autentikasi, Role-Based Access and Crud Testing Apriliano, Yova Rezky; Azima, Fauzan; Zahran, Fikry Muhammad; Zikri, Muhammad; Risanty, Rita Dewi; Sutrisno, Mirza; Mujiastuti, Rully; Nurbaya Ambo, Sitti; Ardharani, Yana
Society : Jurnal Pengabdian Masyarakat Vol. 4 No. 5 (2025): September
Publisher : Edumedia Solution

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55824/jpm.v4i5.632

Abstract

The latest developments in web technology require mastery in the development of well-planned and secure APIs as a foundation for integrating various digital systems. However, many new developers have difficulty in understanding the basic principles and practices of creating web-based APIs. To fulfil this need, the service team organised an event entitled "Laravel API Masterclass: Authentication, Role-based Access, and CRUD Testing" which aims to introduce the basics of API development using the Laravel framework to participants with various backgrounds. This activity was organised in the form of Webinars and Workshops, which included the delivery of theoretical material on API concepts, Laravel project structure, and role-based authentication and access control, followed by hands-on practical sessions from setting up to testing APIs using Postman. Through this programme, participants are expected to build a strong foundation for creating APIs that meet industry standards and are ready to be applied in small to medium-sized web application development.
Accelerating & Optimizing: Making Organization Website Using React.js & Node.js Maulana, Fikri Naufal; Pebriano Nurba, Putra; Rizky, Muhammad; Hendra, Hendra; Adharani, Yana; Rosanty, Nurvelly; Nurbaya Ambo, Sitti
Society : Jurnal Pengabdian Masyarakat Vol. 4 No. 5 (2025): September
Publisher : Edumedia Solution

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55824/jpm.v4i5.657

Abstract

In the digital transformation era, many local and student organizations still face issues related to the lack of professional websites, low digital visibility, and limited IT personnel. This community service project aimed to support these organizations by accelerating and optimizing the development of organizational websites using React.js for front-end interface creation and Node.js as the server-side runtime. Through a series of workshops and technical mentoring conducted during the KKN program at Universitas Muhammadiyah Jakarta, the team implemented a step-by-step approach: from system requirement analysis, project initialization using React CLI, component-based user interface development, integration with Tailwind CSS for styling, to deployment via GitHub Pages. The program enabled participants to directly practice developing responsive, maintainable, and scalable websites that reflect modern web standards. The outcomes show that React.js significantly increases development speed and modularity, while Tailwind CSS enhances visual consistency and ease of use. Community partners gained new skills and were able to independently manage and expand their organizational websites post-program. This activity contributes to improving the digital competency of grassroots organizations and promoting technology adoption for sustainability.
Co-Authors Abyan Shidqi, Muhammad Adharani, Yana Afkarinah, Afni Izzah Aji, Irfan Pandu Akhdan, Nabil Alghifari, Abdul Hafizd Alifsyah Ramadhan, Rafi Novranza Amanullah, Muhammad Faiz Amili, Fadel Amri, Nurul Anjani, Meisya Putri Apriliano, Yova Rezky Ardhani, Yana Ardharani, Yana Arista Putri, Syahda Aullia, Mochammad Rizqi Cholis Arethusa, Muhammad Dwi Duta Mahardewantoro Dzakiyuddin Rohman, Hilmi Fachrudin, Tedy Fadhlurokhman, Rafi Fadillah, Muhammad Daffa Fauzan Azima Franskusuma, Sutio Gimnastiar, Nazar Ginawan, Najla Maharani Dewi Tiawa Guritno, Deden Habibie, Muhammad Fadhil Hasan, Nur Fatima Haykal Andana, Muhammad Hendra Hendra Ihsan, Awang Ikhsan Adi Prayogo Ikhsan Fitriansyah Ilyasa, Fahri Jumail, Jumail Khoirrosyid, Haida Khoirul Umam Maulana, Fikri Naufal Maulana, Mirza Memanda, Freddy Muhammad Adri Farqan Muhammad Arif muhammad rizky, muhammad Muhammad Zikri Nurvelly Rosanti Nurvelly Rosanti, Nurvelly Pebriano Nurba, Putra Poppy Meilina Popy Meilina Prasetio, Iqlal Wira Priadi, Aryaguna Fadlurrahman Putri, Khansa Aqila Qaedi Setiawan, Muhammad Thirafi Qardhawi, Nadif Yusuf Rahmawati Gunawan, Alfiana Rifqi Baihaqi Sabhan Risanty, Rita Dewi Rosanty, Nurvelly Rozy, Farhan Rully Mujiastuti Santoso, Ilham Budi Saputra, Audyka Saputri, Octaviani Septiana, Dimas Sulthan, Athilla Sutrisno, Mirza Syuja Ardyansyach Taufik Hidayat Zahran, Fikry Muhammad