Python for Engineers and Scientists

This course has been held as an online training course since March 2020. Further Information!


This Python training course covers all the basics of the language, such as statements, variables, comments, conditionals and loops and proceeds with all the fundamentals of Python, i.e. lists, tuples and dictionaries. Likewise functions, recursive function, modules and packages are treated with appropriate depth. Another focus is object-oriented programming. The modules Numpy, Matplotlib and Pandas will take a full day. These are of particular interest to most engineers and scientists. Like all our other courses this training course can also be conducted as an in-house training schooling at your premises, e.g. in Ireland, France, Switzerland, Austria, Netherland, Luxembourg, Belgium, Poland, Romania, Canada or Germany.


Target Group:
This Python course is aimed at experienced programmers, scientists and engineers with development experience in another high-level programming or scripting language such as C/C++, Perl, PHP, Tcl or others. Python knowledge is not necessary.

Content:

An intensive intermediate training in the Python language. The course provides a hands-on introduction to the Python language covering object-oriented and functional programming techniques as well.
  • Introduction in Python
    • The Python Philosophy
    • Fundamentals
    • Modules and Packages: Using and Creating
    • Basic Data Types
    • Data Structures
      • Lists
      • Tuples
      • Dictionaries
      • Sets
    • Branching Statements
    • Looping Statements
    • List and Set Comprehensions
    • Functions
    • Decorators
    • Generators
    • File Handling
    • Object-Oriented Programming (OOP) with Python
      • Overview of Object-oriented programming
      • Objects, Instances and classes
      • Encapsulation
      • Inheritance and the type hierarchy
      • Polymorphism
  • Data Analysis
    • Numerical Python
      • Data structures
      • Ufuncs
      • Slicing
      • Dimensions and Shapes
      • Broadcasting
      • Various Mathematical Functionalities
    • Matplotlib
      • Plotting Data
      • Line Styles and Colors
      • Axes and Spines
      • Tick ​​Labels
      • Subplots
      • Contour Plots
    • Pandas
      • Series Data Type
      • From Series to DataFrames
      • Series, Dataframes and Dictionaries
      • Working with DataFrames
      • Reading and Writing csv- and dsv-Files
      • Working with Excel Data Files
      • Hierarchical Indices
      • Working with NaN
      • Plotting of Pandas-Objects


    Dates:

    The fees for this Python course per day:

    Toronto, Canada:
    $563 per day (exclusive of HST)
    Lake Constance, Hemmenhofen, Germany:
    €395 per day (exclusive of VAT)
    plus € 98 for full board and lodging in 4 star hotel
    Hamburg, Munich, Frankfurt, Berlin (Germany):
    €431 per day (exclusive of VAT)
    Zurich and Geneva (Switzerland):
    £431 per day (exclusive of VAT)


Attention:

The price comprises:
Comprehensive course material

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