PYTHON FOR BEGINNERS: A Crash Course Guide for Machine Learning and Web Programming. Learn a Computer Language in Easy Steps with Coding Exercises.

INTRODUCTION
Equivalent Problems
Why use design patterns?
Python Design Patterns
Generative Patterns
Structural Patterns
Behavioral patterns
Python Specific Design Patterns
Type Annotation in Python
4 programming languages to learn, even if you are a humanist
	1.Vba
	2.SQL
	3.R
	4.Python
Well, as it were, let's go
	Where to get Python?
	1.PYTHON CODE OPTIMIZATION WITH CTYPES
Basic optimizations
Built-in Data Structures
List expressions
ctypes
Compiling C code in Python
Structures in Python
Call your code in C
Something More: PyPy
	2.FINDING THE PERFECT TOOLKIT: ANALYZING POPULAR PYTHON PROJECT TEMPLATES
Overview
De facto standards
Flake8
Pytest and coverage.py
Sphinx
Promising tools
Pyproject.toml
Poetry
Dependabot
Personal recommendations
Pre-commit
Pylint
Black
Subtotals
Bonus: Template Recommendations
	Django
	Data Processing and Analysis
	General Purpose Templates
	3.HOW ARE BROAD INTEGER TYPES IMPLEMENTED IN PYTHON?
Presentation and Definition
Decoding ob_digit
Decoding ob_size
Storage
Python path
Integer Long Operations
Addition
Subtraction
Multiplication
Division and other operations
Optimizing Frequently Used Integers
	4.CREATE A BOT IN PYTHON TO LEARN ENGLISH
Idea
Base structure
Decorators are our everything
Admin panel
Main functionality
We pack the bot
	5. THE THERMAL IMAGER ON THE RASPBERRY PI
MLX90640. What is it?
And then what is the GY-MCU90640?
Connect to Raspberry PI
Soft
Results
	6.FINDING A FREE PARKING SPACE WITH PYTHON
Decomposing the task
We recognize parking spaces
Recognize cars
We recognize empty parking spaces
Send SMS
Putting it all together
	7. CREATING GAMES ON THE PYGAME FRAMEWORK | PART 1
Event handling
Breakout class
Keystroke handling
Mouse event handling
Handling Timer Events
Game process
Moving racket
Moving ball
Setting the initial speed of the ball
Summarize
	CREATING GAMES ON THE PYGAME FRAMEWORK | PART 2
Collision Recognition
Collision of a ball with a racket.
Collision with the floor.
Collision with ceiling and walls
Collision with bricks
Game Menu Design Program
Button Creation
Menu Design
Show and hide GameMenu
To summarize
	CREATING GAMES ON THE PYGAME FRAMEWORK| PART 3
End of the game
Game over!
Game End Message Display
Saving records between games
Adding Sound Effects and Music
Sound effects
Record your sound effects and messages
Playing background music
Adding Advanced Features
Special effects system
Racket increase
Ball slowdown
More points
Extra lives
Future Features
Go to the next level
Second ball
Lasting records
Bombs and bonuses
Summarize
	8.OBJECT-ORIENTED PROGRAMMING (OOP) IN PYTHON 3
Algorithms and data structures
What is object-oriented programming (OOP)?
Python classes
Python Objects (Instances)
How to define a class in Python
Instance attribute
Class attributes
Create Objects
What's the matter?
Review of exercises (# 1)
Instance Methods
Attribute Change
Python object inheritance
Dog Park Example
Extending parent class functionality
Parent and child classes
Overriding parent class functionality
Review of exercises (# 2)
	CONCLUSION