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課程名稱 |
統計學一下
Statistics (I)(2) |
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開課學期 |
110-2 |
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授課對象 |
資訊管理學系 |
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授課教師 |
陳靜枝 |
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課號 |
MGT2002 |
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課程識別碼 |
700 20112 |
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班次 |
09 |
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學分 |
3.0 |
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全/半年 |
全年 |
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必/選修 |
必帶 |
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上課時間 |
星期三7,8,9(14:20~17:20) |
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上課地點 |
管二305 |
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備註 |
本課程中文授課,使用英文教科書。週三6實習在管院大電腦教室。與盧信銘合授
限本系所學生(含輔系、雙修生)
總人數上限：70人 |
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課程簡介影片 |
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核心能力關聯 |
本課程尚未建立核心能力關連 |
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課程大綱
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為確保您我的權利,請尊重智慧財產權及不得非法影印
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課程概述 |
Solving statistical problems begins with a problem and data. The ability to select the right method by problem objective and data type is a valuable tool for business. This class emphasizes applications and fundamental concepts of statistics as well as provides a practical orientation that teaches students how to identify the correct method, calculate the statistics, and properly interpret the results in the context of the question or decision at hand. Since business decisions are driven by data, students will leave this course equipped with the tools they need to make effective, informed decisions in all areas of the business world. |
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課程目標 |
The students will learn not only the algorithms and techniques used to solve related problems, but also the real-world applications that adopt these methods. The students are encouraged to utilize computers in every respect of this class. Computer software is available for this class. |
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課程要求 |
Students should complete their homework using Python (Version 3) and Jupyter Lab. They should submit their files (exported as HTML) to NTUCOOL. The submission should contain code and results. Homework assignments are due the following week before the class begins (i.e., 2:20 pm). Plagiarism will be harshly punished. Students are allowed to discuss homework questions with each other. The discussion, however, should be about a specific concept or detail instead of the complete answers to a given question. Sharing your answers with other students is strictly prohibited.
Form each group with 5-8 persons. Select a research question that allows you to tell a story using the techniques you learned in this course. Your group should conduct a 12-minute presentation and turn in your slides, codes, and datasets to NTUCOOL within 24 hours after your presentation.
Both mid-term and final exams will be in-class, three-hour, and open-book. Each student will be provided a PC in the exams. No notebook is allowed. No discussion is permitted in exams. Cheating will result in a severe penalty. Note that students can only take the midterm and final exams at the on-campus locations specified by the instructors. Remote exams are only allowed for students under quarantine required by the Central Epidemic Command Center. Students are strongly advised to avoid international traveling during the semester. Students traveling abroad during the semester are not allowed to take make-up exams or remote exams. |
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預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
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參考書目 |
Statistics for Management and Economics by Gerald Keller (11th Edition) |
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評量方式
(僅供參考) |
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No. |
項目 |
百分比 |
說明 |
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1. |
Homework |
15% |
Students should complete their homework using Python (Version 3) and Jupyter Lab. They should submit their files (exported as HTML) to NTUCOOL. The submission should contain code and results. Homework assignments are due the following week before the class begins (i.e., 2:20 pm). Plagiarism will be harshly punished. Students are allowed to discuss homework questions with each other. The discussion, however, should be about a specific concept or detail instead of the complete answers to a given question. Sharing your answers with other students is strictly prohibited. |
2. |
Project Presentation (May 25) |
15% |
Form each group with 5-8 persons. Select a research question that allows you to tell a story using the techniques you learned in this course. Your group should conduct a 12-minute presentation and turn in your slides, codes, and datasets to NTUCOOL within 24 hours after your presentation. |
3. |
Mid-term Exam (Apr. 6) |
35% |
Both mid-term and final exams will be in-class, three-hour, and open-book. Each student will be provided a PC in the exams. No NB is allowed. No discussion is allowed in exams. Cheating will result in severe penalty. |
4. |
Final Exam(Jun. 1) |
35% |
Both mid-term and final exams will be in-class, three-hour, and open-book. Each student will be provided a PC in the exams. No NB is allowed. No discussion is allowed in exams. Cheating will result in severe penalty. |
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