Learn Python

Introduction to Python

• What is Python?
• Setting up Python and IDE
• Writing the first Python script
• Running Python scripts

Python Basics

• Variables and data types
• Basic arithmetic operations
• Comments and code readability
• Variables and data types

Strings and String Operations

• String declaration and manipulation
• String methods
• String formatting

Control Flow: Conditional Statements

• if, elif, else statements
• Comparison and logical operators

Loops in Python

• for loops
• while loops
• Loop control statements: break, continue, pass

Functions and Modular Programming

• Defining functions
• Function arguments and return values
• Scope and lifetime of variables
• Modules and the import statement

Data Structures

Lists

• Creating and modifying lists
• List methods
• Slicing and iteration

Tuples

• Creating tuples
• Tuple operations
• Immutable nature of tuples

Sets

• Creating sets
• Set methods and operations
• Applications of sets

Dictionaries

• Creating dictionaries
• Dictionary methods
• Accessing and modifying dictionary data

List Comprehensions

• Introduction to list comprehensions
• Nested comprehensions

Error Handling with Exceptions

• Try-except blocks
• Handling multiple exceptions
• finally and else clauses

Working with Files

• Reading from files
• Writing to files
• File handling best practices (with statement)

Object-Oriented Programming

Classes and Objects

• Creating classes and objects
• Attributes and methods
• __init__() method

Inheritance

• Understanding inheritance
• Method overriding
• super() function

Polymorphism and Encapsulation

• Polymorphism concepts
• Method overloading
• Encapsulation and property decorators

Working with Dates and Time

• datetime module basics
• Formatting and parsing dates
• Time manipulation

Working with Modules and Packages

• Creating and using modules
• __name__ == "__main__" concept
• Structuring Python projects into packages

Regular Expressions (RegEx)

• Introduction to regular expressions
• Searching and matching patterns
• Advanced pattern matching

Python Libraries: NumPy (Basics)

• Introduction to NumPy
• Creating arrays
• Basic array operations
• Element-wise Operations

Python Libraries: Pandas (Basics)

• Introduction to Pandas
• DataFrames and Series
• Data manipulation using Pandas

Working with APIs and Web Scraping

• Introduction to APIs and requests library
• Basics of web scraping with BeautifulSoup

Working with JSON and XML

• Parsing JSON
• Parsing and manipulating XML

Introduction to Databases

SQLite

• Connecting to a database
• Basic CRUD operations
• Using Python’s sqlite3 module

MySQL

• Connecting to a MySQL database
• Executing queries
• Using Python’s mysql-connector module
• Transactions and error handling

PostgresSQL

• Connecting to a PostgreSQL database
• Executing queries
• Using Python’s psycopg2 module
• Transactions and error handling

MongoDB

• Connecting to a MongoDB database
• Executing queries
• Using Python’s pymongo module
• Transactions and error handling

Testing and Debugging Python Code

• Writing unit tests using unittest
• Using assert statements
• Debugging techniques

Introduction to Functional Programming

• Lambda functions
• map(), filter(), and reduce() functions
• Higher-order functions

Decorators and Generators

• Understanding decorators
• Writing custom decorators
• Introduction to generators and yield keyword

Working with Multithreading and Multiprocessing

• Introduction to threads and processes
• Basic thread and process creation
• Thread synchronization

Advanced Python Topics

• Context managers
• Metaclasses
• Memory management in Python

Building and Deploying a Python Project

• Project planning and development
• Version control with Git
• Packaging and distributing your Python application