用 Python 做商管程式設計（一）(Programming for Business Computing in Python (1))

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用 Python 做商管程式設計（一）(Programming for Business Computing in Python (1))

Instructor: 孔令傑 (Ling-Chieh Kung)

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5 modules

Gain insight into a topic and learn the fundamentals.

901 reviews

Beginner level

No prior experience required

Flexible schedule

1 week at 10 hours a week

Learn at your own pace

94%

Most learners liked this course

5 modules

Gain insight into a topic and learn the fundamentals.

901 reviews

Beginner level

No prior experience required

Flexible schedule

1 week at 10 hours a week

Learn at your own pace

94%

Most learners liked this course

Skills you'll gain

Tools you'll learn

Python Programming

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Shareable certificate

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Assessments

9 assignments

Taught in Chinese (Traditional)

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There are 5 modules in this course

本系列課程從零開始，教授一般認為最適合初學者的程式語言「Python」，目標是讓大家在完成本課程之後，一方面獲得程式設計與運算思維的基本概念，一方面也能獨立寫出能解決運算問題的程式。本課程和一般程式設計課程最不同的地方，在於它是以解決商管領域的運算問題為導向，因此課程不會只含有質因數分解、紅球白球排列組合、三角不等式、萬年曆、數字排序等傳統程式設計課程的範例與作業，而是包含了生產、物流、存貨、投資、定價等問題，讓大家在學會程式設計的同時，也直接體會程式設計與資訊技術在商管領域的各種應用。

本週我們不寫程式，而是先看看資訊科技在商管領域的一些應用。現在幾乎沒有商業活動是不需要資訊系統輔助的，即使我們專注在「演算」這個面向上，也只能介紹一點點而已，但這應該足以讓大家感受到資訊科技能如何輔助企業經營與管理決策。換句話說，本週的課程也算是對「資訊管理」這個學科的一種簡介了。本週的最後幾個影片，是介紹在 Windows 和 Mac 作業系統上如何安裝並執行我們這門課要教授的程式語言 Python。如果是還不曾安裝與執行過 Python 的同學，歡迎根據自己的作業系統利用這些影片，為下週的課程預作準備；已經有相關經驗的同學可以直接進入下一週的課程。

What's included

9 videos2 readings1 assignment

9 videosTotal 75 minutes

01-a01 IT-assisted Management8 minutes
01-a02 IT-supported Management10 minutes
01-a03 高頻交易10 minutes
01-a04 商品推薦與大數據分析10 minutes
01-a05 演算法定價9 minutes
01-a06 IT-enabled Management12 minutes
01-b01 在 Windows 上安裝 Python5 minutes
01-b02 在 Windows 上用 Notepad++ 編輯、用 Command Line 執行 Python7 minutes
01-b03 在 Mac 使用 Sublime 做為 Python 開發環境4 minutes

2 readingsTotal 2 minutes

NTU MOOC 課程問題詢問與回報機制1 minute
課程投影片更新說明1 minute

1 assignmentTotal 30 minutes

第一週作業30 minutes

本週我們開始介紹 Python 程式設計。我們從程式設計的基本概念切入，先介紹何謂程式設計，接著介紹 Python 程式語言的基本語法與程式開發環境。我們將介紹變數與運算的概念，並且讓大家透過 print() 和 input() 指令和電腦程式做第一次的互動。

What's included

12 videos2 assignments

12 videosTotal 89 minutes

02-a01 程式設計與 Python 程式語言7 minutes
02-a02 直譯與執行 Python 程式9 minutes
02-a03 數種寫 Python 程式的方法12 minutes
02-b01 print() 與 Hello World7 minutes
02-b02 錯誤訊息6 minutes
02-b03 基本算術運算4 minutes
02-c01 input() 與輸入7 minutes
02-c02 type() 與資料型態7 minutes
02-c03 輸出算術運算的結果7 minutes
02-c04 輸出兩個由使用者輸入之整數的和7 minutes
02-d01 除錯與程式寫作流程9 minutes
02-e01 從 Notepad++ 直譯與執行 Python 程式8 minutes

2 assignmentsTotal 60 minutes

第二週作業：該怎麼找錢30 minutes
第二週練習：總共多少錢30 minutes

本週我們介紹條件式選擇，說明如何用 if-else 敘述句來讓程式「看情況做選擇」，並且搭配邏輯運算子讓選擇判斷更具有彈性與威力；我們也介紹邏輯運算子並據此做更複雜的條件式選擇。此外，如果希望能有效率地開發程式，程式碼的良好排版是必要的，因此我們也用一點時間說明 Python 程式的排版原則。

What's included

11 videos1 reading2 assignments

11 videosTotal 123 minutes

03-a01 型態轉換10 minutes
03-a02 更多輸入輸出12 minutes
03-a03 更多指派運算8 minutes
03-b01 if 條件判斷式17 minutes
03-b02 if-else 條件判斷式9 minutes
03-b03 布林值與比較運算子14 minutes
03-c01 巢狀 if-else12 minutes
03-c02 三元 if-else 與 else-if12 minutes
03-d01 邏輯運算子（上）6 minutes
03-d02 邏輯運算子（下）11 minutes
03-e01 排版與寫作風格13 minutes

1 readingTotal 1 minute

課程投影片更新說明1 minute

2 assignmentsTotal 60 minutes

第三週作業：該怎麼找錢（進階版）30 minutes
第三週練習：轉帳金額確認30 minutes

本週我們先深入介紹變數、型態、數值在電腦中儲存的方式，為後續課程打基礎。接著我們介紹迴圈結構，透過 while 和 for 敘述句，來讓程式反覆行動以完成（對人來說）困難的任務。有了條件式選擇與迴圈結構，我們就可以做到很多有趣的事了！我們將用神奇的小數點精確度問題結束本週的課程。

What's included

12 videos1 reading2 assignments

12 videosTotal 122 minutes

04-a01 現代電腦架構12 minutes
04-a02 整數11 minutes
04-a03 浮點數9 minutes
04-a04 字串11 minutes
04-b01 while 迴圈7 minutes
04-b02 迴圈計數器與無窮迴圈9 minutes
04-b03 break 和 continue14 minutes
04-c01 for 迴圈6 minutes
04-c02 range()9 minutes
04-c03 Nested loop10 minutes
04-c04 商品定價14 minutes
04-d01 浮點數精確度問題10 minutes

1 readingTotal 1 minute

課程投影片更新說明1 minute

2 assignmentsTotal 60 minutes

第四週作業：報童問題之最佳訂貨量30 minutes
第四週練習：報童問題之預期利潤30 minutes

進入課程的最後一週，我們將先介紹清單（list）資料結構，說明如何一次儲存和處理大批資料。帶著邏輯控制和清單的知識，我們將以一些作業管理（operations management）領域的議題和演算法來協助大家總整本課程的所學。我們將介紹生產排程（production scheduling）、存貨控制（inventory control）與物流運輸（logistics and transportation）的基本議題，並且為各議題各實做幾個演算法，引導大家感受程式設計在作業管理領域的應用。

What's included

13 videos1 reading2 assignments

13 videosTotal 135 minutes

05-a01 字串切割成清單14 minutes
05-a02 清單基本概念與運算15 minutes
05-a03 清單相關函數5 minutes
05-b01 清單複製與參照8 minutes
05-c01作業管理與演算法8 minutes
05-d01 Makespan 最小化與 LPT 演算法11 minutes
05-d02 LPT 演算法實做11 minutes
05-e01 存貨政策與自動訂補貨9 minutes
05-e02 最佳再訂購點9 minutes
05-e03 最佳再訂購點實做10 minutes
05-f01 旅行者問題11 minutes
05-f02 旅行者問題演算法實做11 minutes
05-f03 用檔案輸入資料與結語14 minutes

1 readingTotal 1 minute

課程投影片更新說明1 minute

2 assignmentsTotal 60 minutes

第五週作業：基地臺位址選擇30 minutes
第五週練習：報童問題之最佳訂貨量（進階版）30 minutes

Instructor

Instructor ratings

(209 ratings)

孔令傑 (Ling-Chieh Kung)

National Taiwan University

9 Courses111,577 learners

Offered by

National Taiwan University

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Reviewed on Feb 19, 2020

老師講解清楚，課程的節奏也不會過快，讓學生可以一面聽老師講解，一面操作。作業的難度也有循序漸進，如果真的想不到解法，也可以透過同學在論壇上的分享得到靈感，尤其喜歡第五週的作業，很有趣的題目。上完這五堂課對如何實作最佳化演算法有了進一步的了解！

Reviewed on Jul 22, 2020

Teacher is excellent. The assignments are challenging, yet I lean a lot.

Reviewed on Jul 27, 2021

The homework and test are a bit challenging but definetly can learn a lot. Great course for program beginers.

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