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Python

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Programming Fundamentals

Variables and Data Types**

+ Variables: declaration, assignment, and usage
+ Basic data types: integers, floats, strings, booleans, lists, dictionaries
+ Advanced data types: sets, tuples, NoneType

Control Flow**

+ Conditional statements: if-else, if-elif-else
+ Loops: for, while, do-while
+ Functions: definitions, arguments, return values

Data Structures and File Handling

Lists**

+ Creating lists, indexing, slicing, and modifying elements
+ List methods: append(), extend(), insert(), remove()

Tuples**

+ Creating tuples, indexing, and slicing
+ Tuple methods: index(), count()

Dictionaries**

+ Creating dictionaries, key-value pairs, and accessing values
+ Dictionary methods: keys(), values(), items()

Files**

+ Reading and writing text files
+ Reading and writing CSV, JSON, and other file formats

Object-Oriented Programming

Classes and Objects**

+ Defining classes, attributes, and methods
+ Creating objects, accessing attributes, and calling methods

Inheritance**

+ Single inheritance: base class, derived class
+ Multiple inheritance: multiple base classes

Polymorphism**

+ Method overriding: same method name with different implementations
+ Method overloading: multiple methods with the same name

Modules and Packages

Importing Modules**

+ Importing built-in modules (e.g., math, statistics)
+ Importing custom modules (e.g., own modules or third-party libraries)

Creating Modules**

+ Creating a new module
+ Exporting functions, variables, and classes from a module

Packages**

+ Creating packages: directories with __init__.py files
+ Installing packages using pip

Error Handling and Debugging

Try-Except Blocks**

+ Catching exceptions: try-except blocks
+ Raising custom exceptions

Debugging Techniques**

+ Using print statements for debugging
+ Using a debugger (e.g., pdb, PyCharm)
+ Understanding the Python interpreter's output

Advanced Topics

Generators and Iterators**

+ Defining generators: yielding values and returning values
+ Creating iterators: iterating over sequences and dictionaries

AsyncIO and Concurrency**

+ Introduction to asynchronous programming in Python
+ Using AsyncIO: creating coroutines, handling exceptions

Web Development**

+ Introduction to web development with Python (e.g., Flask, Django)
+ Creating web applications: routing, templates, databases

Best Practices and Tools

Coding Standards**

+ PEP 8: coding conventions for Python
+ Code readability and maintainability

Code Editors and IDEs**

+ Introduction to popular code editors (e.g., PyCharm, Visual Studio Code)
+ Features of Integrated Development Environments (IDEs)

Resources

Documentation**

+ Official Python documentation: https://docs.python.org/
+ Documentation for specific libraries and frameworks

Books and Tutorials**

+ Beginner-friendly books and tutorials
+ Advanced topics and specialized resources