基本素養 Basic Literacy

核心能力 Competence

具電腦與通信工程相關領域之專業知識。
To possess professional knowledge in the field of computer and communication engineering.
策劃及執行專題研究之能力。
The ability to plan and carry out a research project.
撰寫專業論文之能力。
To write a professional-quality dissertation.
創新思考及獨立解決問題之能力。
Innovative thinking and the ability to solve problems independently.
跨領域人員協調整合之能力。
Multidisciplinary coordination and integration capabilities.
良好的國際觀以及實踐專業倫理與理解社會責任之能力。
A solid international outlook and the ability to understand professional ethics and social responsibility.
領導、管理及規劃之能力。
Leadership, management and planning abilities.
終身自我學習成長之能力。
The ability to learn and develop throughout life.

課程概述 Course Description

1. 視覺信號處理 (Fundamental of Visual Signal Processing) 2. 線性代數和視覺特徵空間(Linear Algebra and Visual Feature Space) 3. 視覺數據分析與回歸(Fundament of Visual Data Analyses and Regression) 4. 統計分析和推理(Statistical Analyses and Inference) 5. 目標優化之自適應濾波(Adaptive Filtering for Target Optimization) 6. 支持向量機器學習(Support Vector Machine Learning) 7. 類神經網路之後向傳播學習(Back Propagation Learning for Neural Networks) 8. 深度學習和轉移學習(Deep Learning and Transfer Learning) 9. 深度積捲式神經網絡(Deep Convolutional Neural Networks) 10. 深度神經網絡的應用(Application of Deep Neural Networks) 11. 深度神經網絡之研究設計(Designs of Deep Neural Networks)
SPECIAL TOPICS ON INTELLIGENT VISUALIZATION WITH DEEP LEARNING

課程學習目標 Course Objectives

有關課程其他調查 Other Surveys of Courses

1.本課程是否規劃業界教師參與教學或演講?
Is there any industry specialist invited in this course? How many times?
2.本課程是否規劃含校外實習(並非參訪)?
Are there any internships involved in the course? How many hours?
3.本課程是否可歸認為學術倫理課程?
Is this course recognized as an academic ethics course? In the course how many hours are regarding academic ethics topics?
4.本課程是否屬進入社區實踐課程?
Is this course recognized as a Community engagement and Service learning course? Which community will be engaged?