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.

Certifications

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

Prices & Delivery methods

Online Training

Duration
3 days

Classroom Training

Duration
3 days

Schedule

English

2 hours difference

Online Training Time zone: Central European Summer Time (CEST)
Online Training Time zone: Central European Summer Time (CEST)
Online Training Time zone: Central European Summer Time (CEST)
Online Training Time zone: Central European Summer Time (CEST)

3 hours difference

Online Training Time zone: Central European Time (CET)
Online Training Time zone: Central European Time (CET)
Instructor-led Online Training:   This computer icon in the schedule indicates that this date/time will be conducted as Instructor-Led Online Training.
This is a FLEX course, which is delivered both virtually and in the classroom.

Europe

Austria

Vienna (iTLS) This is a FLEX course in German language. Time zone: Central European Time (CET)
Vienna (iTLS) This is a FLEX course in German language. Time zone: Central European Summer Time (CEST)

Italy

Sesto San Giovanni (MI) This is a FLEX course in Italian language. Time zone: Central European Time (CET)
Rome This is a FLEX course in Italian language. Time zone: Central European Summer Time (CEST)
Sesto San Giovanni (MI) This is a FLEX course in Italian language. Time zone: Central European Summer Time (CEST)
Rome This is a FLEX course in Italian language. Time zone: Central European Summer Time (CEST)

Switzerland

Zurich This is a FLEX course in German language. Time zone: Central European Time (CET)
Basel
Bern
Zurich This is a FLEX course in German language. Time zone: Central European Summer Time (CEST)
Basel
Bern
Zurich This is a FLEX course in German language. Time zone: Central European Summer Time (CEST)
Basel
+ show all dates
This is a FLEX course, which is delivered both virtually and in the classroom.