1. Prof. Sin Bong-Kee (Department of Computer Engineering, Pukyong National University)
2. Prof. Sunjae Lee (School of Life Sciences, Gwangju Institute of Science and Technology)
3. Adhi Harmoko Saputro, Ph.D. (Department of Physics, Universitas Indonesia)
4. Syahril Siregar, Ph.D. (Department of Physics, Universitas Indonesia)
5. Dr. Eng. Yuyun, M.T. (Research Center for Data and Information Sciences, National Research and Innovation Agency)
6. Dr. Kokoy Siti Komariah, M.Eng. (Research Center for Data and Information Sciences, National Research and Innovation Agency)
7. Dr. Hengki Muradi (Research Center for Data and Information Sciences, National Research and Innovation Agency)
8. Dr. Arida Ferti Syafiandini (Research Center for Computation, National Research and Innovation Agency)
9. Dr. Ir. Yuliana Susilowati, M.Si. (Research Center for Climate and Atmosphere, National Research and Innovation Agency)
10. Agus Setiawan, Ph.D. (Research Centre for Deep Sea, National Research and Innovation Agency)
This training course is designed for:
- Undergraduate, graduate, and post-graduate students enrolled in relevant disciplines such as computer science, biochemistry, pharmacy, biomedical engineering, geology, climate sciences, and related fields.
- Early-career researchers, engineers, and data scientists working in biomedical or climate-related sectors who seek to deepen their understanding and practical skills in AI applications.
- Professionals from the private sector engaged in developing, implementing, or utilizing AI-based technologies to innovate solutions in healthcare, environmental management, and sustainability.
Participants from diverse backgrounds will benefit from this course, gaining interdisciplinary insights and hands-on experience to apply AI in complex biomedical and climate system challenges effectively.
To join this workshop, participants do not need to pay any fee.
- Asia Pacific Center for Theoretical Physic (APCTP)
- University of Indonesia
- National Research and Innovation Agency
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1st Day
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Time
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Subject
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Speaker/PiC
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08.15 - 08.45
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Opening Ceremony
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Deputy Chairman for S&T Human Resources, BRIN
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08.45 - 09.30
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Pre Test
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Organizer
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09.30 - 09.45
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Coffee Break
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09.45 -11.15
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Overview Training Course AI for Complex Systems
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Dr. Eng. Yuyun
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11.15 -12.00
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Fundamentals of AI and Machine Learning
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Prof. Sin Bong-Kee
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12.00 -13.00
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Lunch Break
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13.00 -13.45
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Fundamentals of AI and Machine Learning
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Prof. Sin Bong-Kee
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13.45 - 15.15
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Workshop - Hands-on Introduction to AI Tools (Python, R)
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Adhi Harmoko Saputro, Ph.D.
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15.15 - 15.30
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Coffee Break
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15.30 - 17.00
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Workshop - Hands-on Introduction to AI Tools (Python, R)
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Adhi Harmoko Saputro, Ph.D.
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2nd Day
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Time
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Subject
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Speaker/PiC
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09.00 - 10.30
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Data Preprocessing and Cleaning Techniques
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Adhi Harmoko Saputro, Ph.D.
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10.30 - 10.45
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Coffee Break
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10.45 - 12.15
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Workshop - Building Models
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Dr. Eng. Yuyun & Dr. Kokoy Siti Komariah
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12.15 - 13.00
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Lunch Break
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13.00 - 16.05
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Workshop - Building Models
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Dr. Eng. Yuyun & Dr. Kokoy Siti Komariah
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16.05 - 16.20
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Coffee Break
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16.20 - 17.00
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Data Privacy and Ethics in AI
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Dr. Hengki Muradi
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3rd Day
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Time
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Classroom A
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Classroom B
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Classroom C
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09.00 - 09.45
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Deep Learning in Medical Imaging (Dr. Syahril Siregar)
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AI application in time series analysis (Dr. Yuliana Susilowati dan Agus Setiawan, Ph.D.)
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Scraping Social Media Data: Tourism, Restaurant, Hotel, Selenium, Beautiful Shoop (Dr. Kokoy Siti Komariah)
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09.45 - 10.30
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Deep Learning in Medical Imaging (Dr. Syahril Siregar)
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AI application in time series analysis (Dr. Yuliana Susilowati dan Agus Setiawan, Ph.D.)
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Cleaning and Preprocessing Data (Dr. Hengki Muradi)
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10.30 - 10.45
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Coffee Break
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10.45 - 11.30
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Natural Language Processing in Biomedical
(Dr. Arida Ferti Syafiandini)
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AI application in spatial analysis (Dr. Yuliana Susilowati dan Agus Setiawan, Ph.D.)
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Traditional Machine Learning: Boosting Machine Model “SVM, Logistic Regression (Prof. Sin Bong-Kee)
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11.30 - 12.15
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Natural Language Processing in Biomedical
(Dr. Arida Ferti Syafiandini)
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AI application in spatial analysis (Dr. Yuliana Susilowati dan Agus Setiawan, Ph.D.)
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Traditional Machine Learning: Boosting Machine Model “SVM, Logistic Regression (Prof. Sin Bong-Kee)
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12.15 - 13.00
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Lunch Break
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13.00 - 13.45
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Reinforcement Learning: Applications in Treatment Planning (Prof. Sunjae Lee)
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Data Assimilation: Ensemble Kalman Filter (Dr. Yuliana Susilowati dan Agus Setiawan, Ph.D.)
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Traditional Machine Learning: Boosting Machine Model “SVM, Logistic Regression (Prof. Sin Bong-Kee)
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13.45 - 14.30
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Reinforcement Learning: Applications in Treatment Planning (Prof. Sunjae Lee)
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Data Assimilation: Ensemble Kalman Filter (Dr. Yuliana Susilowati dan Agus Setiawan, Ph.D.)
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Deep Learning Model: CNN+LSTM
(Prof. Sin Bong-Kee)
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14.30- 15.15
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The Future of AI in Biomedical: Opportunities and Challenges (Prof. Sunjae Lee)
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AI for Data Assimilation (Dr. Yuliana Susilowati dan Agus Setiawan, Ph.D.)
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Deep Learning Model: CNN+LSTM
(Prof. Sin Bong-Kee)
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15.15 -15.30
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Coffe Break
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15.30 - 16.15
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The Future of AI in Biomedical: Opportunities and Challenges (Prof. Sunjae Lee)
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AI for Data Assimilation (Dr. Yuliana Susilowati dan Agus Setiawan, Ph.D.)
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Deep Learning Model: CNN+LSTM
(Prof. Sin Bong-Kee)
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4th Day
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Time
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Classroom A
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Classroom B
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Classroom C
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09.00 - 09.45
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Workshop - Implementing NLP Solutions in Clinical Data (Prof. Sunjae Lee)
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Hands-on practice: Implementation AI in Climate Dynamics (Dr. Yuliana Susilowati dan Agus Setiawan, Ph.D.)
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Transformers: Bert Model (Dr.Eng.Yuyun)
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09.45 - 10.30
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Workshop - Implementing NLP Solutions in Clinical Data (Prof. Sunjae Lee)
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Hands-on practice: Implementation AI in Climate Dynamics (Dr. Yuliana Susilowati dan Agus Setiawan, Ph.D.)
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Transformers: Bert Model (Dr.Eng.Yuyun)
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10.30 - 10.45
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Coffee Break
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10.45 - 11.30
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Group Project - Proposing an AI Solution for a Biomedical Problem (Prof. Sunjae Lee)
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Hands-on practice: Implementation AI in Climate Dynamics (Dr. Yuliana Susilowati dan Agus Setiawan, Ph.D.)
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Transformers: Bert Model (Dr.Eng.Yuyun)
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11.30 - 12.15
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Group Project - Proposing an AI Solution for a Biomedical Problem (Prof. Sunjae Lee)
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Hands-on practice: Implementation AI in Climate Dynamics (Dr. Yuliana Susilowati dan Agus Setiawan, Ph.D.)
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Transformers: Bert Model (Dr.Eng.Yuyun)
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12.15 - 13.00
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Lunch Break
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13.00 - 13.45
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Case Studies in Predictive Analytics for Patient Outcomes (Prof. Sunjae Lee)
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Hands-on practice: Implementation AI in Climate Dynamics (Dr. Yuliana Susilowati dan Agus Setiawan, Ph.D.)
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Transformers: Bert Model (Dr.Eng.Yuyun)
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13.45 - 14.30
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Case Studies in Predictive Analytics for Patient Outcomes (Prof. Sunjae Lee)
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Hands-on practice: Implementation AI in Climate Dynamics (Dr. Yuliana Susilowati dan Agus Setiawan, Ph.D.)
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Deployment Model: Web-based Stream IT
(Dr. Kokoy Siti Komariah)
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14.30 - 15.15
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Workshop - Building Models with Tensor Flow or PyTorch
(Prof. Sunjae Lee
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Hands-on practice: Implementation AI in Climate Dynamics (Dr. Yuliana Susilowati dan Agus Setiawan, Ph.D.)
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Deployment Model: Web-based Stream IT
(Dr. Kokoy Siti Komariah)
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15.15 - 15.30
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Coffe Break
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15.30 - 16.15
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Workshop - Building Models with Tensor Flow or PyTorch
(Prof. Sunjae Lee
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Hands-on practice: Implementation AI in Climate Dynamics (Dr. Yuliana Susilowati dan Agus Setiawan, Ph.D.)
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Deployment Model: Web-based Stream IT
(Dr. Kokoy Siti Komariah)
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5th Day
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Time
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Subject
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Speaker/PiC
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09.00 - 09.45
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Program Evaluation
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Organizer
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09.45 - 10.30
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Post Test
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Organizer
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10.30 - 11.00
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Closing Ceremony
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Director for Competency Development, BRIN
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