Python Learning Roadmap
From beginner to advanced – your complete guide to mastering Python programming
Phase 1: Python Basics
Getting started with Python fundamentals
Syntax & Variables
Learn Python syntax, variables, data types, and basic operations.
Control Structures
Understand conditionals (if/else) and loops (for/while) for program flow.
Data Structures
Learn about lists, tuples, dictionaries, and sets.
Functions
Create reusable code with functions, parameters, and return values.
Phase 2: Intermediate Python
Building more complex applications
File Handling
Read from and write to files using Python’s file I/O operations.
Error Handling
Manage errors and exceptions using try/except blocks.
Modules & Packages
Organize code into modules and use external packages with pip.
OOP Fundamentals
Learn object-oriented programming with classes and objects.
Phase 3: Advanced Python
Mastering advanced concepts and techniques
Decorators
Use decorators to modify function behavior without changing their code.
Generators
Create memory-efficient iterators using generator functions.
Context Managers
Manage resources efficiently using the with statement.
Testing
Write unit tests with unittest and pytest frameworks.
Phase 4: Specialization
Applying Python to specific domains
Web Development
Build web applications with Flask or Django frameworks.
Data Science
Analyze data with Pandas, NumPy, and visualize with Matplotlib.
Machine Learning
Implement ML algorithms with Scikit-learn and TensorFlow.
Automation
Automate tasks and workflows with scripting.