Python Advanced: Advanced Topics

Advanced Topics with Python


System Programming with Python

Python System Programming "System focused programming" might be the better term than "System Programming". System programming or systems programming means often only the activity of "programming system software", programs which are often part of the operating system. Our topics in this section of our online course deal with Pipes, Threads and Forks and starting and using shell commands and scripts from a Python script.

Python has various modules to support system focused programming.

The sys module is introduced in the first chapter. A focal point are the data streams (stdin, stdout, stderr) and redirections of streams.

The interaction between is the focus in the following chapter of our course.
The interaction between Python and the Linux Shell is another topic of our advanced section. This chapter is followed by Forks and Forking.

You can learn more about threads and threading in our Introduction into Threads. We show how to find the active IP addresses in a local network by using forks.

The chapter, which is subtitled as "Pipe, Pipes and '99 Bottles of Beer'" might be interesting to teetotallers as well, because it's not about alcohol but dealing with alcohol, even though the "99 bottles of beer" in the title give the impression. Instead, we show you how to write a program which is construing the famous American song "99 bottles of beer" by using forked processes and Pipes. So, if you need a good example of pipes and forks working together you will find it here.

Graph Theory

We have three chapters dealing with Graphs.

Mathematics



Computer Science and Computer Linguistics

Finite State Machines are not only used in computer science but in natural language processing as well. We cover the concept of the Finite State Machine in great detail, so that even an amateur in Computer Science can understand the examples. At least we hope so.

Alan Turing's Turing Machines and above all the underlying theory is a must for every computer scientist. We show a simple implementation of a Turing Machine.

If you are interested in Classifying documents, the Introduction into Text Classification using Naive Bayes and our Python Implementation of Text Classification will be the right chapters for you.

Numerical Computations with Python

If you want to get efficient and fast results with arrays and matrices, the NumPy module of Python is definitely the right tool collection for you. You will find answers to your questions in our tutorial, i.e. in our chapters "NumPy Module" and "Matrix Arithmetic".

The module matplotlib is all you will need to plot and depict your data.

We also provide an introduction into Linear Combination

Music

It's also possible to create scores with Python: You can find a complete working example in Creating Musical Scores With Python

If you feel that the above topics are to complicated or sophisticated for you, you might like our course for beginners in Python. You find a documented link list in the following lines:

Databases with Python

An introduction into using database interfaces in Python for SQL, MySQL and SQLite

"Games"

What you find are not real games! We show a recursive solution to Towers of Hanoi and a game Cows and Bulls better known in a commercial version called "Mastermind".

Online Course

You will find a complete introduction into Python in our online tutorial:

Further Topics

Our next Training Courses


Our next open Python classes with Bernd Klein, the author of this website:

Amsterdam:


Python Intensive Course:
    9th of Jul - 13rd of Jul , 2018
Python Course: Level II:
    3rd of Sep - 7th of Sep , 2018

Berlin:


Python Intensive Course:
    11st of Jun - 15th of Jun , 2018
Python Course: Level III:
    14th of May - 18th of May , 2018
Python Text Processing and Computer Linguistics Course:
    15th of Oct - 19th of Oct , 2018
Django Python Web Application Framework Course:
    18th of Jun - 22nd of Jun , 2018
Python Course for Data Analysis and Machine Learning:
    22nd of Oct - 26th of Oct , 2018

Hamburg:


Python Intensive Course:
    12nd of Nov - 16th of Nov , 2018

Lake Constance / Zurich:


Python Course: Level III:
    10th of Dec - 14th of Dec , 2018
Python Course: Extending and Embedding:
    5th of Nov - 8th of Nov , 2018
Python Intensive Course:
    9th of Oct - 13rd of Oct , 2017
    19th of Feb - 23rd of Mar , 2018
Python Text Processing and Computer Linguistics Course:
    15th of Oct - 19th of Oct , 2018
Python Course for Data Analysis and Machine Learning:
    25th of Jun - 29th of Jun , 2018

London:


Python Intensive Course:
    9th of Jul - 13rd of Jul , 2018
Python Text Processing and Computer Linguistics Course:
    15th of Oct - 19th of Oct , 2018

Luxembourg / Brussels:


Django Python Web Application Framework Course:
    18th of Jun - 22nd of Jun , 2018
Python Intensive Course:
    19th of Feb - 23rd of Mar , 2018
    11st of Jun - 15th of Jun , 2018
Python Course: Extending and Embedding:
    5th of Nov - 8th of Nov , 2018

Milan / Mailand:


Python Intensive Course:
    9th of Jul - 13rd of Jul , 2018
    15th of Oct - 19th of Oct , 2018

Munich / München:


Python Intensive Course:
    11st of Jun - 15th of Jun , 2018
Django Python Web Application Framework Course:
    18th of Jun - 22nd of Jun , 2018

Paris:


Python Intensive Course:
    9th of Jul - 13rd of Jul , 2018
Python Text Processing and Computer Linguistics Course:
    15th of Oct - 19th of Oct , 2018

Toronto:


Python Intensive Course:
    9th of Jul - 13rd of Jul , 2018
    15th of Oct - 19th of Oct , 2018

Vienna / Wien:


Python Course: Level II:
    3rd of Dec - 7th of Dec , 2018
Python Intensive Course:
    11st of Jun - 15th of Jun , 2018






A Course is not a Course

The question is ambiguous. First we want to explain, why this website is called "A Python Course". This website is seen all over the world and the expression "course" has varying meanings in the English speaking world. Both in the United States and Canada, a course is a teaching unit, which might last e.g. one academic term. The students normally get a grade or some academic credit for attending the course, usually after having passed an exam.

In the United Kingdom and Australia the term "course" usually defines the complete programme of studies required to complete a major or a study path leading to a university degree. The word "unit" is used in the UK to refer to an academic course in the North American sense.

On the one hand, we had the US and Canadian sense in mind: Our Python is one teaching unit and when you have successfully passed it, you are capable of programming in Python. On the other hand, we had the original meaning of the word in mind: A "course of instruction" as it might be used in book titles like "A Course in Programming Python".