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

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。

本系列課程共分為三門課程。本門課程做為第一門課程，將介紹程式設計的基本觀念、Python 語言的基本語法、選擇、迴圈、清單，並以作業管理領域的一些簡單演算法作結。

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Syllabus

什麼是「資訊管理」：資訊科技的商管應用

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。

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what should give you pause

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Designed for beginners, this course is a comprehensive introduction to Python programming aimed at management professionals

The course includes practical examples and projects in operations management to illustrate the applications of Python in the business world

Teaches the fundamentals of Python programming, including variables, data types, operators, and control flow

Provides a solid foundation for those interested in applying Python to solve business problems and improve operational efficiency

Introduces the concept of information management and highlights its applications in various business functions

Covers essential topics such as production scheduling, inventory control, and logistics management, providing practical knowledge for operations managers

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Reviews summary

用 python 學商管程式入門

根據學生們的說法，這門名為「用 Python 做商管程式設計（一）」的課程是學習 Python 程式設計的絕佳起點，特別適合完全沒有程式背景的初學者。學生們普遍讚賞老師的講解非常清晰，能夠將看似複雜的程式概念用簡單易懂的方式呈現。課程的一大亮點在於它成功地將 Python 基礎語法與商管領域的實際問題結合，如生產排程、存貨控制等，讓學習者能實際感受程式在商業分析中的應用價值。部分學習者提到，課程後期的內容（如迴圈、清單）進度稍快，需要投入額外的時間練習消化，作業挑戰性也較高，但整體而言，課程的實用性高，為後續進階學習打下堅實基礎。

理論與實務結合，展示程式在商管用途。

"課程範例結合商管領域的問題，很有實用性。"

"用生產排程、庫存控制等案例學程式，讓我看到應用價值。"

"我很喜歡課程裡面的商管案例，感覺學到的東西可以直接用。"

"程式結合商管的切入點很特別，也很有幫助。"

從零開始，對無程式經驗者非常友善。

"這是我第一門程式課，老師的教學讓我可以順利上手。"

"課程內容從最基礎開始，對完全的新手很友好。"

"即使沒有任何程式基礎，也能跟著老師的腳步學習。"

"對於剛接觸程式的人來說，這門課是很好的入門磚。"

老師教學風格生動，概念解釋得非常清楚。

"老師講解得很清楚，容易理解。"

"很喜歡老師的教學風格，不會覺得枯燥。"

"老師把複雜的程式概念講得很簡單易懂。"

"老師非常會教，跟著老師的步驟學習事半功倍。"

迴圈、清單等概念或作業對新手較難。

"後面的迴圈和清單部分感覺進度有點快，需要多花時間複習。"

"作業的難度比想像中高，有時候要想很久才能寫出來。"

"雖然前面很簡單，但到後面幾個禮拜開始覺得有點吃力。"

"希望後面的內容可以放慢一點步調，或增加練習題。"

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in 用 Python 做商管程式設計（一）(Programming for Business Computing in Python (1)) with these activities:

學習 NumPy 函式庫

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NumPy 函式庫提供強大的數值運算功能，可擴展 Python 程式設計在運算密集型任務上的應用範圍。

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查找並觀看 NumPy 函式庫的介紹影片或文件
安裝 NumPy 函式庫並導入到 Python 開發環境
練習使用常見的 NumPy 函式，例如 numpy.array() 和 numpy.sum()
嘗試將 NumPy 函式庫應用到實際的運算問題中

開發一個小型 Python 應用程式

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實作一個小型 Python 應用程式可將所學知識應用於實際問題，並建立有形的成果。

Browse courses on Python

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構思一個應用程式的點子
撰寫程式碼並開發應用程式
測試應用程式並修正錯誤
部署應用程式並收集使用者回饋
更新並維護應用程式

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Career center

Learners who complete 用 Python 做商管程式設計（一）(Programming for Business Computing in Python (1)) will develop knowledge and skills that may be useful to these careers:

Software Engineer

Software Engineers are responsible for designing, building, and testing computer software. This course can be a great starting point for aspiring Software Engineers, as it provides a solid foundation in Python, which is widely used for web development, data analysis, and machine learning. By completing this course, you will gain the necessary skills to embark on a career as a Software Engineer.

See salaries and explore the career path for Software Engineer

Software Developer

Software Developers design, build, and test computer software. Python is widely used for web development, data analysis, and machine learning. This course will provide you with the skills you need to use Python in your role as a Software Developer, and to build and deploy successful software applications.

See salaries and explore the career path for Software Developer

Data Analyst

Data Analysts collect, clean, and analyze data to help organizations make better decisions. Python is a powerful tool for Data Analysts, as it allows them to automate tasks, analyze large datasets, and create visualizations. This course will provide you with the skills you need to use Python in your role as a Data Analyst, and to drive data-driven decision-making in your organization.

See salaries and explore the career path for Data Analyst

Data Scientist

Data Scientists use scientific methods and algorithms to analyze data, and to extract information and insights from it. Python allows Data Scientists to understand the various aspects of data, and to refine their analysis. As Python is a highly versatile language, Data Scientists can use it to automate tasks, clean data, and visualize insights. This course will help you to harness the power of Python to analyze data, and to gain a competitive edge in the job market as a Data Scientist.

See salaries and explore the career path for Data Scientist

Machine Learning Engineer

Machine Learning Engineers build and maintain machine learning models. Python is widely used in the field of Machine Learning, as it provides a wide range of libraries and tools for data preparation, model training, and deployment. This course will help you to develop the skills you need to use Python in your role as a Machine Learning Engineer, and to build and deploy successful machine learning models.

See salaries and explore the career path for Machine Learning Engineer

Business Intelligence Analyst

Business Intelligence Analysts use data to help organizations make better decisions. Python can be a valuable tool for Business Intelligence Analysts, as it allows them to automate tasks, analyze data, and create visualizations. This course will provide you with the skills you need to use Python in your role as a Business Intelligence Analyst, and to drive data-driven decision-making in your organization.

See salaries and explore the career path for Business Intelligence Analyst

Data Engineer

Data Engineers design, build, and maintain data pipelines. Python is an increasingly common tool for Data Engineers, as it allows them to automate tasks, transform data, and create data visualization dashboards. This course will provide you with the skills you need to use Python in your role as a Data Engineer, and to build and maintain data pipelines that support your organization's data-driven decision-making.

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Business Analyst

Business Analysts work to improve business processes and systems. Building a foundation in Python programming is ideal for aspiring Business Analysts, as the ability to interpret and analyze data, and create reports based on the insights gained is a key part of the role. In fact, almost all large-scale business decisions now depend on data. A background in Python will help you master this essential skill, and help put you into a position for success as a Business Analyst.

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Statistician

Statisticians collect, analyze, interpret, and present data. Python can be a valuable tool for Statisticians, as it allows them to automate tasks, analyze large datasets, and create visualizations. This course will provide you with the skills you need to use Python in your role as a Statistician, and to make a significant impact in your field.

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Quant Analyst

Quant Analysts are experts in mathematics and statistics who use their knowledge to analyze financial data. The Python programming language has become an essential tool for Quant Analysts, as it allows them to build and test complex models, perform data analysis, and automate trading strategies. This course will provide you with a strong foundation in Python programming, and help you to understand how it is used in the field of Quantitative Finance.

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Operations Research Analyst

Operations Research Analysts apply analytical techniques to solve complex business problems. Python can be a valuable tool for Operations Research Analysts, as it allows them to build models, simulate different scenarios, and optimize solutions. This course will help you to develop the skills you need to use Python in your role as an Operations Research Analyst, and to make a significant impact on your organization.

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Financial Analyst

Financial Analysts use financial data to make recommendations about investments. Python is an increasingly common tool for Financial Analysts, as it allows them to automate tasks, analyze data, and create financial models. This course will help you to build a strong foundation in Python, and to develop the skills needed to succeed as a Financial Analyst.

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Cloud Architect

Cloud Architects design and manage cloud computing systems. Python can be a valuable tool for Cloud Architects, as it allows them to automate tasks, manage cloud resources, and monitor cloud performance. This course will provide you with the skills you need to use Python in your role as a Cloud Architect, and to design and manage cloud computing systems that support your organization's business objectives.

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Management Consultant

Management Consultants help organizations to improve their performance. A background in Python can be helpful, as it allows them to analyze data, build models, and create visualizations to support their recommendations. This course will provide you with the skills you need to leverage Python in your role as a Management Consultant, and to add value to your clients.

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Product Manager

Product Managers are responsible for managing the development and launch of new products. Python can be useful for Product Managers, as it allows them to analyze data, build prototypes, and create user interfaces. This course will help you to gain the skills you need to use Python in your role as a Product Manager, and to launch successful products.

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Reading list

We've selected 12 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in 用 Python 做商管程式設計（一）(Programming for Business Computing in Python (1)).

利用Python进行数据分析

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这本以实践为导向的指南介绍了使用 Python 进行数据分析所需的基础知识。它涵盖了数据获取、数据准备、数据探索和数据建模等主题。对于希望将 Python 用于数据分析的学习者来说，这是一本极好的资源。

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

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Reviews summary

用 python 學商管程式入門

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