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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
Modality: L

Duration 3 days

Classroom Training
Modality: C

Duration 3 days

Schedule

German
Time zone: Central European Summer Time (CEST)
Online Training This is a FLEX course.
Time zone: Central European Summer Time (CEST)
Online Training This is a FLEX course.
Time zone: Central European Summer Time (CEST)
Guaranteed date!
Online Training This is a FLEX course.
Time zone: Central European Time (CET)
Online Training This is a FLEX course.
Time zone: Central European Time (CET)
Online Training This is a FLEX course.
Time zone: Central European Time (CET)
Online Training This is a FLEX course.
Time zone: Central European Time (CET)
Online Training This is a FLEX course.
Time zone: Central European Time (CET)
Online Training This is a FLEX course.
Time zone: Central European Summer Time (CEST)
Guaranteed date:   We will carry out all guaranteed training regardless of the number of attendees, exempt from force majeure or other unexpected events, like e.g. accidents or illness of the trainer, which prevent the course from being conducted.
This is a FLEX course, which is delivered both virtually and in the classroom. All FLEX courses are also Instructor-led Online Trainings (ILO).
Italy
Online Training This is a FLEX course in Italian language.   Time zone: Europe/Rome Enroll
Online Training This is a FLEX course in Italian language.   Time zone: Europe/Rome Enroll
Switzerland
Online Training This is a FLEX course in German language.   Time zone: Europe/Zurich Enroll
Guaranteed date! Online Training This is a FLEX course in German language.   Time zone: Europe/Zurich Enroll
Online Training This is a FLEX course in German language.   Time zone: Europe/Zurich Enroll
Online Training This is a FLEX course in German language.   Time zone: Europe/Zurich Enroll
Online Training This is a FLEX course in German language.   Time zone: Europe/Zurich Enroll
Online Training This is a FLEX course in German language.   Time zone: Europe/Zurich Enroll
Online Training This is a FLEX course in German language.   Time zone: Europe/Zurich Enroll
Online Training This is a FLEX course in German language.   Time zone: Europe/Zurich Enroll
Guaranteed date:   We will carry out all guaranteed training regardless of the number of attendees, exempt from force majeure or other unexpected events, like e.g. accidents or illness of the trainer, which prevent the course from being conducted.
This is a FLEX course, which is delivered both virtually and in the classroom. All FLEX courses are also Instructor-led Online Trainings (ILO).
 
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