Master Python
Master Python
About the Book
Dive deep into the programming language. The book covers everything from the Basics to Data Analysis, Image Processing, Plotting, GUI programming, Web Development, Desktop Apps and even how to Automate your Web Browser!
What's will I learn?
- You will learn Python programming as well a Object-Orientated Programming
- You will learn how to use Python for creating plots (charts, such as bar charts, scatterplots, etc)
- Build with Web Apps with Python Flask
- How to make Desktop Apps with Python PyQt5
- How to Automate Chrome with Python
- How to do image processing, reading/writing images (JPEG, PNG, GIF, etc.), convert between formats, modify images interactively, draw on images and more.
- How to work with data structures and data analysis tools for the Python programming language
The book includes hundreds of exercises and many examples
About the Author
Table of Contents
-
Introduction
- Why Python?
- What’s will I learn?
-
Chapter 1 - Python
- Run Python Code
- Variables
- Strings
- Lists, a collection in Python
- Tuples and dictonaries
- Loops
- If statements
- Files
- Answers
-
Chapter 2 - OOP
- What is OOP and why?
- Class and objects
- Classes In-Depth
- Inheritance
- Method overloading
- Object Serialization
- Counter OOP
- Answers
-
Chapter 3 - Create Plots with Python
- What is Matplotlib?
- Why matplotlib?
- Why Python?
- Install and Load Data
- Load Data
- Examples
- Plot types
- Advanced plots
-
Chapter 4 - Image Processing with Python (PIL)
- Introduction
- The basics
- Loading and transformations
- Image manipulation
- Drawing
-
Chapter 5 - Analyze Data with Python Pandas
- Introduction
- Data frames
- Load data
- Dataframe properties
- Visualize DataFrame
- Real world examples
-
Chapter 6 - Build Web Apps with Python Flask
- New Project
- Hello World
- Routes
- Templates
- HTTP Protocol
- Cookies
- Databases
-
Chapter 7 - GUI with Python PyQt
- Install PyQt
- First GUI Programs
- Basic PyQt5 features
- Menu
- Designer tool
- BMI calculator project
- Web Browser Project
- Text Editor Project
-
Chapter 8 - Automate Chrome with Python
- Introduction
- Drivers
- Basics
- Locate elements
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