Python

Introduction to Python

• Introduction to the course
• Setting up the environment (Python installation, IDE setup)
• Writing and executing the first Python script

Python Basics

• Syntax and indentation
• Variables and data types
• Basic operators (arithmetic, comparison, logical)
• Input and output functions
• Comments and documentation

Control Structures

• Conditional Statements
• if, else
• elif statements
• Nested conditionals
• Conditional expressions
• Ternary operators

Python Loops

• while loop
• for loop
• Nested loops
• Loop control statements (break, continue, pass)

Data Structures

• Strings
• String operations
• String methods
• String formatting

Python List

• List operations
• List methods
• List comprehensions
• Nested lists

Python Tuples

• Tuple operations
• Tuple methods
• Use cases for tuples

Python Dictionaries

• Dictionary operations
• Dictionary methods
• Nested dictionaries
• Use cases for dictionaries

Python Sets

• Set operations
• Set methods
• Use cases for sets

Python Functions

• Defining Functions
• Function definition and invocation
• Function arguments (positional, keyword, default, variable-length)
• Return values

Lambda Functions

• Syntax and use cases
• Comparison with regular functions

Scope and Lifetime

• Local and global scope
• global and nonlocal keywords

Modules and Packages

• Importing modules
• Standard library modules
• Creating and using custom modules

Creating Packages

• Importing from packages
• init.py and its role

File Handling

• File Operations
• Reading and writing files
• Working with file modes
• File methods
• Exception handling in file operations

Error and Exception Handling

• Exceptions
• Understanding exceptions
• try, except, else, and finally blocks
• Raising exceptions
• Custom exceptions

Object Oriented Programming (OOP)

• Classes and Objects
• Defining classes
• Creating objects
• init method
• self parameter

Class Attributes and Methods

• Instance vs. class attributes
• Instance vs. class methods
• Static methods

Python Inheritance

• Single and multiple inheritance
• Method overriding
• super() function

Polymorphism and Encapsulation

• Polymorphism principles
• Encapsulation and data hiding

Advanced Topics

• Iterators and Generators
• Understanding iterators
• Creating and using generators
• yield keyword

Python Decorators

• Function decorators
• Class decorators
• Use cases for decorators

Context Managers

• Understanding context managers
• with statement
• Creating custom context managers

Regular Expressions

• Introduction to regular expressions
• Using the re module
• Common regex patterns
• Use cases

Working with Libraries

• Popular Python Libraries
• NumPy for numerical computing
• Pandas for data manipulation
• Matplotlib
• Seaborn for data visualization
• Requests for HTTP requests

Project Development

• Project Planning
• Choosing a project
• Project requirements and scope

Project Implementation

• Writing code
• Testing and debugging

Project Presentation

• Documenting the project
• Presenting the project

Conclusion

• Course Review
• Summary of topics covered
• Best practices in Python programming
• Further learning resources