in conjunction with Seasonal School on Artificial Intelligence (AI) Integrated Circuits and Systems for Medical and Surgery Technologies (SSAICAS_MST)
8–20 October 2023
In this intensive summer course, participants will explore the fascinating intersection of sustainable agriculture, medical and surgery technologies, artificial intelligence (AI), and optimization techniques. With the aim of enhancing good practices and maximizing efficiency, this course focuses on leveraging cutting-edge technologies to address the challenges faced by the agricultural and biomedical industry.
Participants will delve into the fundamental principles of artificial intelligence and learn how computational optimization methods can be applied to make informed decisions for agricultural applications and medical surgery technology. Through hands-on exercises and case studies, students will gain practical experience in using AI algorithms and optimization models to solve real-world problems.
Organized by: Department of Computer Science IPB; IEEE Student Branch IPB; IEEE CASS Malaysia Chapter; Putra Makers Space, Universiti Putra Malaysia; IEEE Student Branch UPM.
General Lectures
- Introduction to AI and optimization for smart and sustainable agriculture.
- Recent advances on AI in smart agro-maritime in IPB University.
- Overview of AI and ML applications in agriculture & biomedical.
Hands-on Practice
- ML techniques and data handling.
- Supervised and unsupervised learning.
- Guided project on regression and clustering.
- Pattern recognition using deep learning.
- Integration of AI detection model with the robotic arm motion control system.
Independent Project
- Problem-based learning using case studies.
- Virtual office hour for project discussion with mentors.