03 Variables and Operators in Python
Python study material can be categorized using keywords that reflect core concepts and functionalities. These keywords are essential for structuring learning and understanding the language.
Fundamental Concepts:
Variables and Data Types: int, float, str, bool, list, tuple, dict, set, None
Operators: arithmetic operators, comparison operators, logical operators (and, or, not), assignment operators
Control Flow: if, elif, else, for, while, break, continue
Functions: def, return, lambda, arguments, parameters, scope (global, nonlocal)
Modules and Packages: import, from, as
Error Handling: try, except, finally, raise
Object-Oriented Programming (OOP): class, object, inheritance, polymorphism, encapsulation
Advanced Topics:
File Handling: open, read, write, append, with
Decorators: decorator syntax, function decorators, class decorators
Generators: yield
Asynchronous Programming: async, await
Data Structures and Algorithms: sorting, searching, linked lists, trees, graphs
Web Development: Flask, Django, HTTP requests, APIs
Data Science and Machine Learning: NumPy, Pandas, Matplotlib, Scikit-learn, TensorFlow, PyTorch
Testing: unittest, pytest
Concurrency: threading, multiprocessing, computer skills