2023spring_Introduction to Artificial Intelligence_Department of Electrical Engineering 2 A
Course Period：Now ~ Any Time
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Course Intro
Course Plan
教學目標：人工智慧制成為當下日常生活中貼切的話題，在家電、醫療等均常見。本課程分為二大部分。第一部分為不同智慧型演算法的介紹，針對不同的控制法則、理論與方法會做出詳細的說明。第二部分為教導學生如何使用MATLAB實現出智慧型控制。
Textbooks
余國瑞, 智慧型控制，新文京
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CH00 Introduction to Artificial Intelligence
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CH01 Introduction to MATLAB
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CH02 Getting Started with MATLAB Machine Learning
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CH03 Importing and Organizing Data in MATLAB
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CH04 From Data to Knowledge Discovery
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CH05 Finding Relationships between Variables_ Regression Techniques
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CH06 Pattern Recognition through Classification Algorithms
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CH07 Identifying Groups of Data Using Clustering Methods
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CH08 Simulation of Human Thinking - Artificial Neural Networks
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MATLAB-for-Machine-Learning-master
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人工智慧應用與技術＿教學課程簡報_第一類AI發展歷程與生態系
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人工智慧應用與技術＿教學課程簡報_第二類AI應用領域與產業發展
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AirfoilSelfNoise
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期末報告
Teacher / 林君玲
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