The Complete Python Programming Course: Beginner to Advanced

سرفصل های دوره

Learn Python with projects covering game & web development, web scraping, MongoDB, Django, PyQt, and data visualization!

1. Introduction to Programming with Python

1. Introduction to Python

2. MacLinux installation

3. Windows setup

4. Interpreted vs. compiled programming languages

5. Creating and running our first Python script

6. Choosing an integrated development environment (IDE)

7. How to share your code with us and get help with errors

8. Section 1 Quiz.html

2. Programming Basics

1. Basic types - numbers

2. Basic types - strings

3. Basic string manipulation

4. Basic types - Boolean operators

5. Lists (arrays)

6. Dictionaries

7. Variables

8. Built-in functions

9. User-defined functions

10. Adding arguments to a function

11. Default arguments

12. Keyword arguments

13. Infinite arguments

14. Return values from functions

15. If, elif, else statements

16. Forwhile loops

17. Importing libraries into a script

18. Project #1 - Building a calculator

3. Advanced Python Concepts

1. PEP guidelines

2. Breaking out of while loops

3. Continuing while loops

4. Classes & objects

5. Instance variables

6. Class & instance variables

7. How to add comments to your code

8. Importing modules from relative paths

4. Project #2 - RPG Battle Script

1. RPG setup

2. Creating our character

3. Additional utility classes

4. Enemy instantiation

5. Using magic

6. Turning our magic into a class

7. Healing our player

8. Adding items

9. Implementing different item types

10. Better HP view

11. Adding members to our party

12. Working HP bars

13. White space in HP & MP

14. Enemy HP bar

15. Multiple enemies pt.1

16. Multiple enemies pt.2

17. Enemy artificial intelligence

5. Additional Python Resources

1. Reading and writing files in Python

2. JavaScript Object Notation (JSON)

3. Using Virtualenv to create a virtual environment

4. The Python Package Index (PyPI)

6. Essential Modules - Requests

1. Introduction to Requests

2. HTTP GET variables

3. Pillow the image processing library (PIL)

4. Posting data

5. Posting JSON

6. Headers

7. Project #3 - Web Scraper

1. Beautiful Soup

2. Parsing our soup

3. Directional navigation

4. Image scraper

5. Improvements to our web scraper

8. Project #4 - Getting Started with PyMongo

1. Introduction and setup

2. Inserting documents

3. Bulk inserts

4. Counting documents

5. Multiple find conditions

6. Datetime and keywords

7. Indexes

9. Project #5 - Web Development Project Using Web.py

1. Introduction and simple example

2. HTML templates

3. Building a MVC

4. Importing static files

5. Setting up a register form

6. Posting data to web.py

7. Creating users

8. Hashing passwords

9. Login logic

10. Web.py sessions

11. Logout functionality

12. Posting microblogs

13. Retrieving post objects

14. User settings and updating Mongo

15. Relative datetimes

16. Making our post dates pretty

17. Adding post comments

18. Image uploads and avatars

10. Project #6 - Django Web Framework

1. Django project setup

2. Creating our blog app

3. Setting up the admin site

4. URLs and views

5. HTML templates

6. Dynamic template data

7. Single post page

8. Implementing Bootstrap

9. Static files

10. Template inheritance

11. Post images, multi-level templates, and more

11. Project #7 - GUI Programming with PyQt

1. Installation and 1st program

2. Declarative interfaces

3. Event handling in QML

4. Qt layouts, buttons, and labels

5. QLineEdit

6. QPushButton clicked

7. Setting QLabels text

8. Calculator project setup

9. QGridLayout

10. Programming buttons

11. Button event handling

12. Evaluating queries

13. Finishing touches

12. Project #8 - PyQt Web Browser

1. QTabWidget

2. Interacting with tabs

3. QWebEngine implementation

4. Switching tabs

5. Setting up our web address bar

6. Updating tab text

7. Updating tab icons

8. Back, forward, and reload functionality

9. Updating the address bar

10. Style sheets

11. Qt key shortcuts

12. QtSplitter and section wrap up

13. Project #9 - Data Visualization

1. Installing matplotlib

2. World population graph

3. Adding labels and custom line color

4. Multiple lines and line styling

5. Configuring the graph

6. Lets make pie (charts)

7. Letting Pandas make data simpler

8. Using Pandas data for pie charts

9. Bar charts pt.1

10. Bar charts pt.2

11. Bar charts pt.3

12. Custom legend

14. Project #10 - Speech Recognition & AI

1. Introduction to machine learning

2. Feedback sounds with PyAudio

3. Recognizing our speech

4. Making our program speak back

5. Parsing speech

6. Making our AI useful

7. Creating the illusion of consciousness

8. Speaking from its own brain

9. Getting more answers

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تولید کننده: Udemy