Название: A-Z Code Python Projects
Автор: Sriphagaarucht Srinhichaarnun, Rachanee Kalayavinai
Издательство: Independently published
Год: 2024
Страниц: 208
Язык: английский
Формат: epub
Размер: 10.1 MB

Readers will be introduced to four types of projects developed with Python so that readers can practice and adapt them for their own work. Some examples only allow you to edit fonts for Python development in non-English countries. Readers should have basic knowledge in writing Python or read “A-Z in Python” textbook and practice following it before starting to read this textbook. Readers will be introduced to four types of projects developed with Python so that readers can practice and adapt them for their own work. A brief description of the four types of projects is as follows.

Project 1 Game
In this project, readers will use the Pygame package to develop a 2D game that lets players shoot alien ships to explode. Make it in time before the alien ship drops down to the player's place. and must dodge alien bombs as they drop, and readers will be able to use the examples the author created to make changes to the program to make it more understandable at the end of the project. Readers will learn skills that will help you develop your own 2D games in Pygame.
As for Python, there are many game program developers who use it to develop famous games such as Pacman, Snake, Tic-tac-toe, etc., which readers can use to modify it in developing their own games as well.
Project 2 Web Application
In this project, reader will be able to use the Django package to easily develop a Web Application. Python, itself has a database that can be used without having to install any database. In this section, readers will be able to learn how to develop programs that can update, add, edit, and delete data.
Project 3 Data Analysis
In this project, readers will learn how to use beautiful and functional data visualization using Matplotlib and Pygal in a way that can be used for data analysis which is very useful in research. Various business jobs You can also create map presentations.
Project 4 Artificial Intelligence (AI)
In this project, readers will learn about Artificial Intelligence using Matplotlib, Scipy, Scikit-learn, Numpy package and Python development tools. The following Artificial Intelligence tools are available:
Mathematical Tools :
Statistics

Mean
Median
Mode
Standard Deviation
Percentiles

Creating data for testing
Data Analysis

Scatter Plot Analysis
Linear Regression Analysis
Polynomial Regression Analysis
Multiple Regression Analysis
Categorical Data Analysis

Data Mining

Decision Tree
Hierarchical Clustering
K-Means
Association Rules

Teaching and Testing Tools.