計算機概論

This course intends to provide the students the training for computer programming ability and interests using Python language. The basics of computer hardware is also briefly covered.

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(1) The class will be conducted at the university Computer Information Center using public computers. However, it is highly encouraged to bring your own laptop (either Windows or MacOS) to the class because the Center might reset the computer periodically and thus change the development environment of Anaconda. Python is very powerful with a broad range of applications such as statistics, open data, Fintec, optimization, AI, machine learning, image recognition. The third-party packages need to be installed to your Python environment for developing such applications. Thus, if you are interested in computer programming and intends to equip yourself with such skills to broaden your professional portfolio career, it is suggested to buy yourself a suitable laptop for programming. (2) The computers offered at the Center are Windows-based. However, the lecturer will be using MacOS computer in the class. The Anaconda/Jupter Note will be used as the IDE (Integrated Development Environment) for the entire class. The anaconda user interfaces for Windows and MacOS are very similar. The installation of Anaconda for both Windows and MacOS computers will be covered at the beginning, but following the rest of class only MacOS will be covered. Students who use Windows may ask TA or classmates for problems specially with operation system.

(1) Class assignments and participation (25%) (2) Midterm exam (30%) (3) Midterm project (20%) (4) Final team project (25%) (1~2 members per team)

• Variables and numerical operators

  1. Types of variables 2. Numerical operators

  示範：

  1

  實作：

  1

• Introduction to Computer hardware and Python

  1. Introduction to computer hardware 2. Introduction to Python language and IDE (Anaconda/Jupyter Note)

  講授：

  2

  示範：

  1

• Process control

  1. if, if ... else, if ... elif ... else 2. For loops, range 3. While loops

  示範：

  2

  實作：

  2

  其他：

  4

• List

  1. List and associated methods

  示範：

  1

• Tuple

  Tuple and associated methods

  示範：

  1

  實作：

  1

• Dictionary

  Dictionary and associated methods

  示範：

  1

  實作：

  1

• Set

  Set and associated methods

  示範：

  1

• Function

  1. Function design 2. Parameters 3. Global and local variables

  示範：

  1

  實作：

  2

  其他：

  2

• Midterm project report

  實作：

  2

• Midterm exam

  實作：

  2

• Object-oriented programming

  1. Class 2. Attribute 3. Methods 4. Polymorphism 5. Inheritance

  示範：

  1

  實作：

  2

  其他：

  2

• Debug

  1. Debug 2. Error handler

  示範：

  1

• File I/O

  1. Read and write files 2. Text Encoding

  示範：

  1

  實作：

  2

• GUI

  1. Graphical User Interface 2. TKinter package

  示範：

  1

  實作：

  2

  其他：

  1

• Drawing

  1. Plotting figures 2. Drawing

  示範：

  1

  實作：

  1

  其他：

  1

• Final project report

  實作：

  2

• Advanced topics

  1. 2D Game 2. Web crawling

  示範：

  2

  實作：

  1

• Introduction to Computer hardware and Python

  1. Introduction to computer hardware 2. Introduction to Python language and IDE (Anaconda/Jupyter Note)

  講授：

  2

  示範：

  1

The following reference books are not required. However, it is highly recommended to have at least one of your favorite. 1. 洪錦魁 (2021)邁向領航者之路:超零基礎,深智數位 2. 劉立民(2021)Python程式設計:AI與資料科學應用,普林斯頓(高立圖書,顏俊杰,0921-456030) 2. John V. Guttag (2021), Introduction to Computation and Programming Using Python, The MIT Press (滄海圖書,04-2708-8787何宏南)

地點

工二館225室

時間

星期一 13:30~14:20 星期四 10:10~12:00

聯絡方式

0916-005996 rjdzeng@nycu.edu.tw