National Taiwan University

用 Python 做商管程式設計(三)(Programming for Business Computing in Python (3))

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National Taiwan University

用 Python 做商管程式設計(三)(Programming for Business Computing in Python (3))

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Gain insight into a topic and learn the fundamentals.

163 reviews

1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.

163 reviews

1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

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Assessments

6 assignments

Taught in Chinese (Traditional)

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This course is part of the 用 Python 做商管程式設計專項課程 (Python for Business Computing) Specialization
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There are 6 modules in this course

本週我們以「生日記錄本」為案例,介紹類別與物件。我們將說明類別的基本概念與成員函數,並介紹類別的進階議題。

What's included

9 videos1 reading1 assignment

本週我們介紹如何用 matplotlib 繪製統計圖。我們從 matplotlib 簡介開始,以計算繳交時間為例繪製並設定直方圖,並說明如何上網查詢函式庫;接著介紹長條圖、圓餅圖、散佈圖與折線圖。

What's included

9 videos1 assignment

本週我們介紹程式演算在經濟學的應用。我們從囚犯困境與「沙灘賣冰」的均衡概念出發,再分別討論成本相同與成本相異的數量競爭,以程式做數值均衡分析並視覺化,並探討成本的影響。

What's included

9 videos1 assignment

本週我們介紹如何用 tkInter 做視窗程式設計。我們先說明視窗與元件的基本概念,接著以「根號計算器」逐步完成建立視窗、建立元件、事件處理函數與元件安排,並使用文字方塊與插入圖片;最後以「散佈圖繪製器」練習建立視窗、事件處理函數與加上座標。

What's included

11 videos1 assignment

本週我們介紹網路爬蟲。我們先說明網路爬蟲的功用與 HTML 語言,再介紹針對標籤做解析,並使用 requests 與 beautifulsoup 函式庫,利用標籤屬性做篩選、自行解析出價格資訊,最後完成一個應用。

What's included

8 videos1 assignment

本週我們介紹機器學習。我們以 YouBike 預測為例,介紹單迴歸與複迴歸分析,以及如何用迴歸模型做預測;接著說明 Overfitting,並介紹在預測中避免 Overfitting 的做法,包括交互驗證與懲罰模型複雜度。

What's included

12 videos1 assignment

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Instructor

Instructor ratings
(24 ratings)
孔令傑 (Ling-Chieh Kung)
National Taiwan University
10 Courses115,544 learners

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