Python

essential topics for a Python syllabus:

Introduction to Python
• Installation, IDEs
• Syntax, Variables, Data Types
Control Flow
• If, Elif, Else
• Loops (For, While)
Functions
• Defining, Calling
• Arguments, Return Values
Data Structures
• Lists, Tuples
• Dictionaries, Sets
Object-Oriented Programming (OOP)
• Classes, Objects
• Inheritance, Polymorphism, Encapsulation
File Handling
• Reading/Writing Files
• With Statements, File Modes
Modules and Packages
• Importing Modules
• Standard Libraries
Exception Handling
• Try, Except
• Finally, Raise
Comprehensions
• List, Dictionary, Set
• Generator Expressions
Lambda & Higher-Order Functions
• Lambda Functions
• Map, Filter, Reduce
Regular Expressions (Regex)
• Pattern Matching
• Search, Match, Sub
Working with Databases
• SQLite Integration
• CRUD Operations
Testing & Debugging
• Unit Tests, Assert
• Debugging Tools
Concurrency
• Multithreading
• Multiprocessing
Networking
• Sockets
•. HTTP Requests (e.g., requests module)
APIs
• RESTful APIs
• Consuming APIs
Web Development
• Flask, Django Basics
• Routes, Templates, Views
Data Science & Visualization
• Numpy, Pandas
• Matplotlib, Seaborn
Machine Learning Basics
• Sci kit-learn
• Basic Algorithms
Version Control
• Git Basics
• Working with Repositories