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PacktPub Python for Everybody: The Ultimate Python 3 Bootcamp [Video]

Video Introducing this tutorial


Introduction:
Python 2 vs. Python 3
Where is Python Used These Days?
(Windows Only) Installing Python
Installing Python
(Windows Only) Command Line Crash Course
Command Line Crash Course
Running Python Code
(Windows Only) Interactive Notebooks
Interactive Notebooks
Where to Download the Code
Taking Notes Beside Code
Asking Great Questions

Beginner-friendly Python:
Basic Arithmetic
Variables
Formatting Code in Python
Python Data Types
Mutable vs. Immutable
Numbers
Strings (Sequences)
Lists (Sequences)
Indexing and Slicing
String Properties and Methods
User Input
Print Formatting
Lists
Dictionaries
Tuples
Sets
Booleans
None
Files
Your First Python Program

Intermediate Python:
Comparison Operators
Comparison Shortcuts
Multiple Comparison Operators
Chaining Operators Together
Introduction to Loops
For Loops
Looping Through Dictionaries
While Loops
Break and Continue
Type Casting
Helpful Operators
List Comprehensions
Dictionary Comprehensions
Functions
Args And Kwargs
Comments
Map
Filter
Lambda Expressions
Scope

Advanced Python:
Welcome to OOP
Creating Your First Class
Class Attributes
Class Methods
Real Life OOP Example
Class Inheritance
Class Interfaces
Super Function
Dunder Methods
Introduction to Packages
Installing 3rd Party Packages
Finding 3rd Party Packages
Seeing Installed Packages
Introduction to Modules
Creating a Package
Name and Main
Errors and Exceptions
Catching Exceptions
Unit Tests
Nested Functions
Decorators
Generators
Linting
Virtual Environments
Requirement Files
Interactive Python
Python Versions
Local Server

Final Project: Create an Image Recognition Application:
Project Demonstration
Project: Python Environment
Project: Required Packages
Project: Custom Machine Learning Model
Project: Project: The Code
Project: Project: First Detection
Project: Second Detection
Project: Confidence Matters
Project: How to Learn More

Summary:
Summary