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Python Developer - IndianTechnoEra

Python Backend Developer Roadmap

A comprehensive guide to becoming a professional Python backend developer in 2024

Python Basics

Core Syntax

  • Variables and Data Types
  • Operators and Expressions
  • Conditions and Loops
  • Type Casting
  • Exception Handling

Functions

  • Function Definition
  • Parameters and Arguments
  • Built-in Functions
  • Lambda Functions
  • Decorators

Data Structures

  • Lists and Tuples
  • Sets and Dictionaries
  • List Comprehensions
  • Generator Expressions

Regular Expressions

  • Pattern Matching
  • Search and Replace
  • Common Regex Patterns

Object-Oriented Programming

Classes and Objects

  • Class Definition
  • Attributes and Methods
  • Constructors
  • Instance vs Class Variables

Advanced OOP

  • Inheritance
  • Polymorphism
  • Encapsulation
  • Dunder Methods

Package Management

PyPI

  • Package Index
  • Finding Packages
  • Publishing Packages

Pip

  • Installation
  • Requirements Files
  • Virtual Environments

Conda

  • Environment Management
  • Channel Management
  • Conda vs Pip

Testing

doctest

  • Inline Testing
  • Documentation Tests

nose

  • Test Discovery
  • Plugins

pytest

  • Fixtures
  • Parameterized Tests
  • Plugins

unittest

  • Test Cases
  • Assertions
  • Test Suites

Data Structures & Algorithms

Basic Structures

  • Arrays
  • Linked Lists
  • Hash Tables

Advanced Structures

  • Heaps
  • Stacks and Queues
  • Binary Search Trees

Algorithms

  • Recursion
  • Sorting Algorithms
  • Searching Algorithms

Web Frameworks

Synchronous Frameworks

Django

  • ORM
  • Admin Panel
  • Authentication
  • REST Framework

Flask

  • Routing
  • Jinja2 Templates
  • Extensions
  • RESTful APIs

Pyramid

  • Flexible Auth
  • Traversal
  • Scalability

Asynchronous Frameworks

FastAPI

  • Type Hints
  • Pydantic Models
  • Auto Docs

gevent

  • Greenlets
  • Monkey Patching

Tornado

  • Non-blocking I/O
  • WebSockets

Sonic

  • High Performance
  • Minimalist

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