統計學暨實習

114學年第1學期 停開(2026-06-17) 英語授課 選修課 4 學分
授課大綱
50
名額
5
已選
45
餘額
上課時間
二/5,6,三/2,3,4[遠距課程]
授課教師
Office Hour:晤談時間:上課前10分鐘 地點:教室
修課班級
共選修2-4 · 2年級以上
課程資訊
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
選課分析

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.

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.

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