07 - Manytomany relationships

08 - User email confirmation

09 - File Uploads with FastAPI

10 - Background Tasks for Image Generation

11 - FastAPI Deployments and Application Management

📦 Exercise Files

Complete Roadmap to Learn Python Programming in 2025

Beginner Level

1. Basics of Python
- Understanding syntax and basic concepts
- Variables and data types
- Basic operators and expressions
- Input and output functions
- Conditional statements (if, elif, else)
- Loops (for, while)

2. Data Structures
- Lists
- Tuples
- Sets
- Dictionaries

3. Functions and Modules
- Defining and calling functions
- Arguments and return values
- Lambda functions
- Built-in modules and importing external modules

Intermediate Level

4. File Handling
- Reading from and writing to files
- Working with CSV, JSON, and other file formats

5. Object-Oriented Programming (OOP)
- Classes and objects
- Methods and constructors
- Inheritance and polymorphism
- Encapsulation and abstraction

6. Error Handling and Exceptions
- Try, except, finally blocks
- Raising exceptions
- Custom exceptions

7. Libraries and Frameworks
- Understanding and using popular libraries (NumPy, Pandas, Matplotlib)
- Introduction to web frameworks (Flask, Django)

Advanced Level

8. Advanced Concepts
- Decorators
- Generators
- Context managers

9. Working with Databases
- SQL and NoSQL databases
- ORM (Object-Relational Mapping) with SQLAlchemy or Django ORM

10. Web Development
- Full-stack development with Django or Flask
- RESTful APIs and backend services

11. Data Science and Machine Learning
- Data analysis with Pandas
- Data visualization with Matplotlib and Seaborn
- Machine learning with Scikit-Learn and TensorFlow

Tools and Best Practices

12. Version Control
- Using Git and GitHub for version control
- Collaboration and branching strategies

13. Testing and Debugging
- Unit testing with Unittest or PyTest
- Debugging techniques and tools

14. Development Environment
- Setting up IDEs (PyCharm, VS Code)
- Virtual environments and dependency management

15. Code Quality
- Writing clean and efficient code
- Adhering to PEP 8 standards
- Code reviews and refactoring


ENJOY LEARNING @LearnPython3