Learn Python Programming Masterclass: Python 3 in 2025

סקירה כללית

This is a basic-to-advanced python programming learning track. You can elevate your knowledge in Python Programming by diving into this course and practicing accordingly.

סילבוס

• Introduction to Python Programming
Overview of Python 3
Setting Up the Python Environment
Writing and Running Python Code
• Basic Python Syntax
Variables and Data Types
Basic Input and Output
Operators and Expressions
• Control Structures
Conditional Statements (if, elif, else)
Loops (for, while)
Understanding Iterators
• Functions
Defining and Calling Functions
Function Arguments and Return Values
Lambda Functions
• Data Structures
Lists and List Comprehensions
Tuples
Dictionaries
Sets
• Advanced Data Handling
File I/O
Exception Handling
Data Persistence with JSON and CSV
• Object-Oriented Programming
Classes and Objects
Inheritance and Polymorphism
Encapsulation
Magic Methods and Operator Overloading
• Modules and Packages
Importing Modules
Creating Custom Modules
Understanding Packages and the Python Standard Library
• Working with Libraries
Using pip to Manage Libraries
Exploring Popular Python Libraries: NumPy, Pandas, etc.
Virtual Environments
• Deep Dive into Python Features
Decorators
Generators
Context Managers
• Debugging and Testing
Debugging Techniques
Writing Unit Tests
Test-Driven Development (TDD)
• Introduction to Asynchronous Programming
Asyncio Basics
Asynchronous Functions and Awaitables
• Advanced Topics
Introduction to Python Web Frameworks (Flask/Django)
Scripting and Automation
Introduction to Data Science and Machine Learning with Python
• Capstone Project
Designing and Implementing a Real-world Application Using Python
• Course Recap and Next Steps
Review of Key Concepts
Resources for Continuing Python Education

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נלמד על ידי

Kovid Panthy

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נושאים

Programming