About this Course

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Learner Career Outcomes

50%

got a tangible career benefit from this course
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
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Intermediate Level
Approx. 8 hours to complete
Chinese (Traditional)

Learner Career Outcomes

50%

got a tangible career benefit from this course
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level
Approx. 8 hours to complete
Chinese (Traditional)

Offered by

Placeholder

National Taiwan University

Syllabus - What you will learn from this course

Week
1

Week 1

2 hours to complete

函數 (Functions)

2 hours to complete
8 videos (Total 114 min), 1 reading, 1 quiz
8 videos
1-2 發展函數的情境11m
1-3 定義與呼叫函數13m
1-4 變數的視野 (Scopes)6m
1-5 區域 (Local) 與 全域 (global) 變數13m
1-6 函數傳回值15m
1-7 函數傳入值 (Arguments)、傳回值、與指定傳入法 (Call by Assignment)15m
1-8 傳入可變物件 (Mutable Objects)、遞迴 (Recursion)、與除錯 (Debugging)24m
1 reading
NTU MOOC 課程問題詢問與回報機制1m
1 practice exercise
函數練習25m
Week
2

Week 2

2 hours to complete

字串 (Strings)

2 hours to complete
9 videos (Total 103 min)
9 videos
2-2 字串操作15m
2-3 台灣身分證字號驗證問題10m
2-4 校正和 (Check Sum)15m
2-5 我要 Python 講中文15m
2-6 兩個函數: chr 與 ord5m
2-7 訊息傳送與字串操作12m
2-8 格式化字串輸出10m
2-9 再談格式化字串輸出2m
1 practice exercise
練習題20m
Week
3

Week 3

2 hours to complete

資料結構 (Data Structure)、檔案讀寫、與例外處理

2 hours to complete
9 videos (Total 104 min)
9 videos
3-2 Tuples 資料結構9m
3-3 zip, map, 與lambda16m
3-4 字典 (Dictionary)7m
3-5 字典的key與value;反向對應11m
3-6 集合 (set) 與日期時間 (datetime)17m
3-7 檔案操作與檔名處理15m
3-8 寫入檔案7m
3-9 例外處理15m
1 practice exercise
練習題30m
Week
4

Week 4

2 hours to complete

用 Python 分析財金資料

2 hours to complete
9 videos (Total 92 min)
9 videos
4-2 資產定價模型 (CAPM) 與市場模型 (Market Model)8m
4-3 資料分析步驟與資料取得6m
4-4 資料前處理: 檔案讀取8m
4-5 CSV檔案格式處理與資料清理11m
4-6 CSV檔案排序5m
4-7 市場報酬資料處理與資料合併12m
4-8 迴歸分析11m
4-9 迴歸結果分析與視覺化18m
1 practice exercise
練習題20m

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