114年第1學期-0745 統計學暨實習 課程資訊

教育目標

This course introduces students to the core concepts and methods of statistics, with a focus on learning how to use data effectively in the face of uncertainty. Key topics include data visualization, descriptive statistics, probability, statistical inference, and linear regression. Emphasis will be placed on building intuition and practical understanding rather than mathematical rigor. Students will develop the skills to make sense of data, draw meaningful conclusions, and communicate results with clarity and confidence. The tools and thinking developed in this course are valuable for making informed decisions and conducting research across a wide range of disciplines. They also form the foundation of many modern applications, including machine learning and artificial intelligence.

基本資料

選修課，學分數：4-0
上課時間：二/5,6,三/2,3,4[遠距課程]
修課班級：共選修2-4
修課年級：2年級以上
選課備註：教育部補助臺灣大專院校人工智慧學程聯盟，開設學校：臺灣大學（李宗穎），主導課上課時間： Tue 1:20-3:10 PM (recitation session) Wed 9:10-12:10 AM (lecture)，英文授課，遠距課程

參考書目

Diez, D. M., Barr, C. D., & Çetinkaya-Rundel, M. (2019). OpenIntro Statistics (4th ed.). The textbook is available as a free PDF download at https://leanpub.com/openintro- statistics.