| 課程與核心能力關聯配比(%) |
課程目標之教學方法與評量方法 |
| 課程目標 |
核心能力 |
配比(%) |
教學方法 |
評量方法 |
| The course enables students to understand the principles, architecture, and applications of the Internet of Things (IoT) and to provide organizational decision-making direction and value creation using big data. This course uses Python programming to help students acquire data analysis skills and learn the foundation of artificial intelligence. Through this course, students can cultivate the ability of IoTs technology and data science application. |
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| 授課內容(單元名稱與內容、習作/每週授課、考試進度-共16週加自主學習) |
| 週次 |
授課內容 |
| 第1週 |
Introduction to Internet of Things (IoT) I |
| 第2週 |
Introduction to Internet of Things (IoT) II |
| 第3週 |
Security Issues and Solutions |
| 第4週 |
Application Domains |
| 第5週 |
Introduction to Big Data |
| 第6週 |
Python Basics |
| 第7週 |
Introduction to Python Modules |
| 第8週 |
Mid-term Report |
| 第9週 |
Working with Data |
| 第10週 |
Web Scraping – I |
| 第11週 |
Web Scraping – II |
| 第12週 |
Data Visualization |
| 第13週 |
Data Analysis |
| 第14週 |
Implementation of Data Science – I |
| 第15週 |
Implementation of Data Science – II (MySQL) |
| 第16週 |
Project Presentation |
自主學習
內容 |
02.閱覽產業及學術相關多媒體資料
Participate in relevant lectures, workshops, or seminars using materials designated by the instructors.
Self-directed Learning I: Practical Applications and Teaching Sharing of Smart Agriculture Big Data | Smart Agriculture (https://reurl.cc/6vzVjy)
Self-directed Learning II: Cross-Disciplinary AI Playing with Environmental Big Data (https://reurl.cc/0vNgml) |
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| 學習評量方式 |
| Homework/Participation (40%), Mid-term Report (20%), Project Present (30%), Self-directed Learning Report (10%) |
| 教科書＆參考書目(書名、作者、書局、代理商、說明) |
Main Textbook: Handout
● Hassan, Q. F. (Ed.) (2018) Internet of things A to Z: technologies and applications. John Wiley & Sons., ISBN: 9781119456742.
● Hector Cuesta (2016) Practical Data Analysis (2/e), Packt, ISBN: 1785289713.
● Katharine Jarmul (2017) Python Web Scraping (2/e), Packt, ISBN: 1786462583. |
| 課程教材（教師個人網址請列在本校內之網址） |
| The course materials would be found at ilearn. |
| 課程輔導時間 |
| Wednesday 11:00-12:00 am or please contact the teacher to arrange a meeting time. |
| 聯合國全球永續發展目標(連結網址) |
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