基本素養 Basic Literacy無
To possess professional knowledge in the field of electrical engineering.
The ability to plan and carry out a research project.
To write a professional-quality dissertation.
Innovative thinking and the ability to solve problems independently.
Multidisciplinary coordination and integration capabilities.
A solid international outlook and the ability to understand professional ethics and social responsibility.
Leadership, management and planning abilities.
The ability to learn and develop throughout life.
課程概述 Course Description"1: 監督式學習及非監督式學習 supervised versus unsupervised learning 2: 邏輯回歸 (logistic regression) 3: 專家建議預測學習法 Prediction with expert advice learning 4: 隨機學習 (Stochastic learning) 5: 正規劃學習演算法Regularized learning 6: 線上學習演算法Online learning 7: 可能近似正確模型Probabilistic approximately correct 8: VC維度與可學習性VC-dimension on the learning 9: 學習收斂極限分析Learning bound analysis 10: 仿生物學習及範例討論Bio-inspired learning paradigm "
課程學習目標 Course Objectives
有關課程其他調查 Other Surveys of Courses1.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?
Are there any internships involved in the course? How many hours?
Is this course recognized as an academic ethics course? In the course how many hours are regarding academic ethics topics?
Is this course recognized as a Community engagement and Service learning course? Which community will be engaged?