Python programming fundamental training roadmap:
Phase 1: Setting Up and Basics (1-2 weeks)
- Introduction to Python
- Setting up Python environment (IDEs, Text Editors, etc.)
- Basic syntax and data types (strings, numbers, booleans, etc.)
- Variables, assignments, and basic operators
- Control structures (if-else, for loops, while loops)
- Functions and modules
Data Structures and File Handling (2-3 weeks)
- Lists, tuples, and dictionaries
- Sets and frozensets
- Array and matrix operations (NumPy)
- File input/output (reading and writing files)
- CSV, JSON, and other file formats
- Exception handling and error management
Object-Oriented Programming and Modules (2-3 weeks)
- Classes and objects
- Constructors, attributes, and methods
- Inheritance, polymorphism, and encapsulation
- Modules and packages (importing and creating)
- Popular libraries and frameworks (requests, pandas, etc.)
- Best practices for coding and debugging
Phase 4: Advanced Topics and Project Development (4-6 weeks)
- Decorators and generators
- Lambda functions and map-reduce
- Regular expressions and text processing
- Web development basics (Flask or Django)
- Data analysis and visualization (pandas, matplotlib, etc.)
- Project development and case studies
