Master Class: Advanced Python (Associate Training)

1. Organizing and Structuring Projects in Python

• Virtual Python environment
• Version management

2. Modularisation

• Global modules
• Local modules
• Packages
• Importlib

3. Iterators

• Comprehension
• Chained lists
• Generators

4. Object-Oriented Programming in Python

• Classes and objects
• Access to attributes
• Inheritance

5. Naming Conventions and Best Practices

6. System Functions

• The modules os, sys, psutil
• Standard input and output
• Working with files

7. Working with Third-Party Packages

• Numpy
• Matplotlib
• Pandas
• Scipy
• etc.

8. Testing and Tuning

• Automated testing
• Logging
• Performance Analysis
• Optimization

9. Simple Web Applications with Python

• Django

10. Outlook Machine Learning with Python

11. Outlook Network Programming with Python

12. Python Hosting

• Program Distribution
• Python in SQL Server
• Python in Power BI

13. Programming Style, Best Practices