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Advanced Python (Associate Training) (PYTHON03)

 

Course Overview

Building on the basic course, we will cover more advanced topics and use the special features in Python programming.

Who should attend

Entry-level Python developers who want to deepen their knowledge and skills and Python developers who want to make the step from script to application.

Prerequisites

Course Objectives

After this course you will be able to use Python in a deeper and more efficient way to develop more complex scripts or whole applications.

Course Content

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
Online Training

Duration 3 days

Price (excl. tax)
  • 2,990.- €
Classroom Training

Duration 3 days

Price (excl. tax)
  • Austria: 2,990.- €
  • Germany: 2,990.- €
  • Switzerland: CHF 2,700.-
incl. catering
 

Schedule

German
Time zone Central European Summer Time (CEST)
Online Training View the exact training days Time zone: Central European Summer Time (CEST) Course language: German
Online Training Time zone: Central European Time (CET) Course language: German
Instructor-led Online Training:   This computer icon in the schedule indicates that this date/time will be conducted as Instructor-Led Online Training.