※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/7f6kuwPP9vUva5716
Big Data Analysis
Date : 2025/01/14(Wed) / Time : 13:30-16:30
This course introduces how MATLAB handles and analyzes large datasets. It is mainly divided into three parts. The first part covers data import and how to efficiently manage memory usage when importing files into MATLAB. The second part introduces data preprocessing functions, including how to structure the data and appropriately handle missing values. The final part focuses on analytical models and techniques, and how to extract value from the results of data analysis.
- Big Data Capability in MATLAB
- Big data in industry
- New Big Data Capabilities in MATLAB
- Access Big Data
- Datastore
Exercise1 : 'datastore'
- Tall arrays
- Working with tall arrays
Exercise2 : tall array
- Functions support tall
- Conclusion and Other Materials
Signal Processing with MATLAB
Date : 2025/01/15(Thu) / Time : 13:30-16:30
This course explores the applications of MATLAB in the field of signal processing. By integrating MATLAB’s built-in tools with practical examples, participants will develop essential signal processing skills and enhance their ability to apply these techniques in real-world scenarios.
- Fundamentals of Signals: Discrete and continuous signals, sampling, filtering, and other basic concepts
- Frequency Domain Analysis: Fourier Transform (FFT), Power spectral density
- Signal Processing Techniques: Denoising, signal smoothing, digital filter design (FIR/IIR)
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