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course information of 113 - 1 | 1592 Introduction to Python Programming and Developing Applications(Python程式設計與應用開發)

1592 - Python程式設計與應用開發 Introduction to Python Programming and Developing Applications


教育目標 Course Target

本課程是針對欲學習 Python 應用程式開發的軟體專業人員所設計的入門課程。內容著重在教導同學學習並了解 Python 3.x 版物件導向程式語言及基本觀念,熟悉 Python 開發工具的操作以並可撰寫簡單的 Python 應用程式。Python 是一種強大的物件導向程式語言,具有非常廣泛的功能,例如用作人工智慧、機器學習、資料科學、金融與商業資料分析、網路、遊戲、伺服器、科學計算、軟體發展、影像辨識、繪圖、雲端運算與機器人控制等等,幾乎各方面應用皆可使用 Python,相關資源非常多且實用。本課程為培養統計系學生具備在任何作業系統的平台上,擁有設計與開發 Python 應用程式的基礎能力,以提升本系學生畢業後的職場專業能力。This course is an entry-level course designed for software professionals who want to learn Python applications. The content focuses on teaching classmates to learn and understand the language and basic concepts of Python 3.x version object-oriented program, and be familiar with the operation of Python development tools and can write simple Python applications. Python is a powerful object-oriented programming language with very wide functions, such as used as artificial intelligence, machine learning, data science, finance and business data analysis, network, games, servers, scientific computing, software development, image identification , drawings, cloud computing, robot control, etc., can use Python in almost all aspects of applications, and there are many related resources and are practical. This course is to cultivate students in the discipline department to have the basic ability to design and develop Python applications on the platform of any business system to improve the professional skills of students in the department after graduation.


課程概述 Course Description

本課程目的為培養統計系大學部學生獲得Python程式語言與應用開發設計之能力。Python是非常強的物件導向程式語言,簡潔好學,又有許多第三方函式庫的支援。Python的應用範圍相當廣泛,例如機器學習、資料分析、網頁爬蟲、文字探勘、影像辨識處理、自然語言處理、web後端開發與遊戲設計等等。本課程將涵蓋學習Python語言最需掌握的基礎部分,包含了Python語言的簡介、資料處理基本概念、文字處理、選擇結構與迴圈、函數、物件導向設計、套件模組、資料庫、網路爬蟲與網頁資料擷取。
The purpose of this course is to cultivate students in the Department of University of the Department of Science and Technology to obtain the ability to develop and develop Python programming languages ​​and applications. Python is a very powerful object-oriented programming language, easy to learn, and has the support of many third-party library. Python has a wide range of applications, such as machine learning, data analysis, web crawling, text exploration, image identification processing, natural language processing, web backend development and game design, etc. This course will cover the basic parts that need to be mastered most in learning Python language, including the introduction of Python language, basic concepts of data processing, text processing, selection structure and circles, functions, object-oriented design, suite modules, databases, and networks of Python language Crawl and web data acquisition.


參考書目 Reference Books

教科書:
1. "Python 程式設計 - 從入門到進階應用",黃健庭著,全華出版社,2018
2. "Python 程式設計入門 - 適用於 2.x 與 3.x 版",葉難著,博碩出版社,2015
※ 如因故變更教科書,開學後會另行通知。
Textbook:
1. "Python Programming - From entry to advanced application", written by Huang Jianting, Quanhua Publishing House, 2018
2. "Python Programming Introduced - Applicable to 2.x and 3.x Versions", Ye Kuang, Bosing Press, 2015
※If the textbook is changed for some reason, we will notify you separately after starting school.


評分方式 Grading

評分項目 Grading Method 配分比例 Grading percentage 說明 Description
出席出席
Attend
20 如以下說明。
程式作業程式作業
Programming
80 次數不限,每次作業配分另行公布。

授課大綱 Course Plan

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Course Information

Description

學分 Credit:3-0
上課時間 Course Time:Tuesday/2,3,4[M024]
授課教師 Teacher:余心淳
修課班級 Class:統計系2-4
選課備註 Memo:大數據資料群組(109-113適用)
授課大綱 Course Plan: Open

選課狀態 Attendance

There're now 43 person in the class.
目前選課人數為 43 人。

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