※Please note: This workshop will be conducted in Mandarin※
Join us for MATLAB Training Courses, please refer to following section for more workshop details.
《 Venue 》CCC – Computer Laboratory
Any inquiries,
please mail to the following address: inquiry@cc.nthu.edu.tw or call Miss Chiang at campus ext.31231
Focus on software fundamental skills, perfect for beginner and any faculty.
Registration : https://forms.gle/jY6rimK3QhS4hfQe6
Image Processing on GPU with MATLAB
Date : 2025/11/27(Thu) / Time : 13:30-16:30
In recent years, deep learning technologies have rapidly advanced and shown excellent performance in applications such as speech and image recognition. This course focuses on image recognition as an example to demonstrate how MATLAB enables the rapid development of deep learning models with image recognition capabilities while leveraging GPU acceleration to speed up model training.
- What is Deep Learning?
- Layers in Convolution Neural Network
- Image classification using pre-trained network
- Train a new model
- Object detection
Optimization Techniques Using MATLAB
Date : 2025/11/28(Fri) / Time : 13:30-16:30
This course introduces MATLAB tools for optimization, including the Optimization Toolbox and the Global Optimization Toolbox. The content covers problem formulation, selecting appropriate optimization solvers, and using interactive graphical user interfaces (GUIs) to solve optimization problems. Through practical examples and hands-on exercises, participants will gain a solid understanding of key optimization concepts.
- Applied Optimization
- Specifying the Objective Function
- Choosing a Solver
- Global Optimization
