.. include:: <mmlalias.txt>

Python Grundlagen (2021-05-03 - 2021-05-05)
===========================================

.. sidebar:: *Training Information*

   **Start**

   MOntag 3.5.2021, 9:00

   **Offizielle Beschreibung**

   `tecTrain "Python Grundlagen"
   <https://www.tectrain.at/seminare/seminar-themen/programmierung/python-grundlagen>`__

   **Material**

   * :doc:`/trainings/material/soup/python/basics/group`
   * Jupyter Notebook: :doc:`HTML <notebook-wrapper>`,
     :download:`download <Notebook.ipynb>`
   * `Github Repository <https://github.com/jfasch/2021-05-03>`__

.. toctree::
   :hidden:

   Jupyter Notebook (Übersicht) <notebook-wrapper>
   Jupyter Notebook <Notebook>

.. contents::
   :local:

Log
---

Tag 1
.....

* :doc:`/trainings/material/soup/python/exercises/legacy/mixed_list_interactive`
* :doc:`/trainings/material/soup/python/exercises/legacy/mixed_list_executable`
* :doc:`/trainings/material/soup/python/exercises/legacy/dict_keyerror`

Tag 2
.....

* :doc:`/trainings/material/soup/python/exercises/legacy/cmdline_digit`
* :doc:`/trainings/material/soup/python/exercises/herdt/greet`
* Reading CSV files (`ein Versuch einer Erklärung
  <https://www.python-lernen.de/csv-datei-einlesen.htm>`__)

Tag 3
.....

* Functional Python: ``enumerate()``, ``sum()`` and ``map()``
* :doc:`/trainings/material/soup/python/basics/python_0270_functions/topic`
* :doc:`/trainings/material/soup/python/exercises/legacy/uniq_function`
* :doc:`/trainings/material/soup/python/basics/python_0500_files/topic`
* :doc:`/trainings/material/soup/python/advanced/modules`

Tag 4
.....

.. ot-graph::
   :entries: python.exercises.legacy.wc,
             python.exercises.legacy.revert,
             python.exercises.legacy.distill

**PCAP – Certified Associate in Python Programming certification**

* `PCAP <https://pythoninstitute.org/certification/pcap-certification-associate/>`__
* :download:`Sample Test <PCAP-FREE-SAMPLE-TEST-1-Aug-21-2018.pdf>`

Live-Hacking (Jupyter Notebook)
-------------------------------

* :doc:`Jupyter Notebook (Übersicht) <notebook-wrapper>`
* :doc:`Jupyter Notebook <Notebook>`
* :download:`Download <Notebook.ipynb>`

Weiterführende Information
--------------------------

Visual Studio Code
..................

* `Visual Studio Code (Windows) - Setting up a Python Development
  Environment and Complete Overview
  <https://www.youtube.com/watch?v=-nh9rCzPJ20>`__, by **Corey
  Schafer**

  .. raw:: html
  
     <iframe width="560" 
             height="315" 
	     src="https://www.youtube.com/embed/-nh9rCzPJ20" 
	     title="YouTube video player" 
	     frameborder="0" 
	     allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
	     allowfullscreen>
     </iframe>

* `Visual Studio Code (Mac) - Setting up a Python Development
  Environment and Complete Overview
  <https://www.youtube.com/watch?v=06I63_p-2A4>`__, by **Corey
  Schafer**

  .. raw:: html
  
     <iframe width="560" height="315" 
	     src="https://www.youtube.com/embed/06I63_p-2A4" 
	     title="YouTube video player" 
	     frameborder="0" 
	     allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
	     allowfullscreen>
     </iframe>

Python Beginner Tutorials
.........................

* `5 Common Python Mistakes and How to Fix Them
  <https://www.youtube.com/watch?v=zdJEYhA2AZQ>`__, by **Corey
  Schafer**

  .. raw:: html
	   
     <iframe width="560" height="315" 
             src="https://www.youtube.com/embed/zdJEYhA2AZQ" 
	     title="YouTube video player" 
	     frameborder="0" 
	     allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
	     allowfullscreen>
     </iframe>

* `Python Quick Tip: F-Strings - How to Use Them and Advanced String
  Formatting <https://www.youtube.com/watch?v=nghuHvKLhJA>`__, by
  **Corey Schafer**

  .. raw:: html
	   
     <iframe width="560" height="315" 
             src="https://www.youtube.com/embed/nghuHvKLhJA" 
	     title="YouTube video player" 
	     frameborder="0" 
	     allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
	     allowfullscreen>
     </iframe>

* `Python Tutorial for Beginners 4: Lists, Tuples, and Sets
  <https://www.youtube.com/watch?v=W8KRzm-HUcc>`__, by **Corey
  Schafer**

  .. raw:: html
	   
     <iframe width="560" height="315" 
             src="https://www.youtube.com/embed/W8KRzm-HUcc" 
	     title="YouTube video player" 
	     frameborder="0" 
	     allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
	     allowfullscreen>
     </iframe>

* `Python Tutorial for Beginners 5: Dictionaries - Working with
  Key-Value Pairs <https://www.youtube.com/watch?v=daefaLgNkw0>`__, by
  **Corey Schafer**

  .. raw:: html
	   
     <iframe width="560" height="315" 
             src="https://www.youtube.com/embed/daefaLgNkw0" 
	     title="YouTube video player" 
	     frameborder="0" 
	     allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
	     allowfullscreen>
     </iframe>

* `Python Tutorial for Beginners 7: Loops and Iterations - For/While
  Loops <https://www.youtube.com/watch?v=6iF8Xb7Z3wQ>`__, by **Corey
  Schafer**

  .. raw:: html
	   
     <iframe width="560" height="315" 
             src="https://www.youtube.com/embed/6iF8Xb7Z3wQ" 
	     title="YouTube video player" 
	     frameborder="0" 
	     allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
	     allowfullscreen>
     </iframe>

* `Python Tutorial for Beginners 8: Functions
  <https://www.youtube.com/watch?v=9Os0o3wzS_I>`__, by **Corey
  Schafer**

  .. raw:: html
	   
     <iframe width="560" height="315" 
             src="https://www.youtube.com/embed/9Os0o3wzS_I" 
	     title="YouTube video player" 
	     frameborder="0" 
	     allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
	     allowfullscreen>
     </iframe>

* `10 Python Tips and Tricks For Writing Better Code
  <https://www.youtube.com/watch?v=C-gEQdGVXbk>`__, by **Corey
  Schafer**

  .. raw:: html
	   
     <iframe width="560" height="315" 
             src="https://www.youtube.com/embed/C-gEQdGVXbk" 
	     title="YouTube video player" 
	     frameborder="0" 
	     allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
	     allowfullscreen>
     </iframe>

* `Python Tutorial: CSV Module - How to Read, Parse, and Write CSV
  Files <https://www.youtube.com/watch?v=q5uM4VKywbA>`__, by **Corey
  Schafer**

  .. raw:: html
	   
     <iframe width="560" height="315" 
             src="https://www.youtube.com/embed/q5uM4VKywbA" 
	     title="YouTube video player" 
	     frameborder="0" 
	     allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
	     allowfullscreen>
     </iframe>

NumPy and Data Science Tutorials
................................

* `Complete Python NumPy Tutorial (Creating Arrays, Indexing, Math,
  Statistics, Reshaping)
  <https://www.youtube.com/watch?v=GB9ByFAIAH4>`__, by **Keith Galli**

  .. raw:: html
	   
     <iframe width="560" height="315" 
             src="https://www.youtube.com/embed/GB9ByFAIAH4" 
	     title="YouTube video player" 
	     frameborder="0" 
	     allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
	     allowfullscreen>
     </iframe>

* `Solving real world data science tasks with Python Pandas!
  <https://www.youtube.com/watch?v=eMOA1pPVUc4>`__, by **Keith Galli**

  .. raw:: html
	   
     <iframe width="560" height="315" 
             src="https://www.youtube.com/embed/eMOA1pPVUc4" 
	     title="YouTube video player" 
	     frameborder="0" 
	     allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
	     allowfullscreen>
     </iframe>

PyPI (Installing Modules that don't come as Batteries)
......................................................

* `Python Tutorial: pip - An in-depth look at the package management
  system <https://www.youtube.com/watch?v=U2ZN104hIcc>`__, by **Corey
  Schafer**

  .. raw:: html

     <iframe width="560" height="315" src="https://www.youtube.com/embed/U2ZN104hIcc" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>

* `Packaging, Deployment, PyPI, and pip
  <https://www.youtube.com/watch?v=P3dY3uDmnkU>`__: **Chris Wilcox**
  (of Google) talking about packaging and deployment, and related
  topics

  .. raw:: html

     <iframe width="560" 
             height="315" 
	     src="https://www.youtube.com/embed/P3dY3uDmnkU" 
	     title="YouTube video player" 
	     frameborder="0" 
	     allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
	     allowfullscreen>
     </iframe>

Git, and Github
...............

* `Git Tutorial for Beginners: Command-Line Fundamentals
  <https://www.youtube.com/watch?v=HVsySz-h9r4>`__, by **Corey
  Schafer**

  .. raw:: html

     <iframe width="560" 
             height="315" 
	     src="https://www.youtube.com/embed/HVsySz-h9r4" 
	     title="YouTube video player" 
	     frameborder="0" 
	     allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
	     allowfullscreen>
     </iframe>

* `Git Tutorial: Fixing Common Mistakes and Undoing Bad Commits
  <https://www.youtube.com/watch?v=FdZecVxzJbk>`__, by **Corey
  Schafer**

  .. raw:: html

     <iframe width="560" 
             height="315" 
	     src="https://www.youtube.com/embed/FdZecVxzJbk" 
	     title="YouTube video player" 
	     frameborder="0" 
	     allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
	     allowfullscreen>
     </iframe>

* `Git & GitHub Crash Course For Beginners
  <https://www.youtube.com/watch?v=SWYqp7iY_Tc>`__, by **Brad
  Traversy**

  .. raw:: html

     <iframe width="560" 
             height="315" 
	     src="https://www.youtube.com/embed/SWYqp7iY_Tc" 
	     title="YouTube video player" 
	     frameborder="0" 
	     allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
	     allowfullscreen>
     </iframe>

Conference Talks
................

* `Transforming Code into Beautiful, Idiomatic Python
  <https://www.youtube.com/watch?v=OSGv2VnC0go>`__. **Raymond
  Hettinger**, reiterating his favorite phrase: "There must be a
  better way". (Hettinger is a "Python Core Developer".)

  .. raw:: html

     <iframe width="560" 
             height="315" 
	     src="https://www.youtube.com/embed/OSGv2VnC0go" 
	     title="YouTube video player" 
	     frameborder="0" 
	     allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
	     allowfullscreen>
     </iframe>

* `Built in Super Heroes
  <https://www.youtube.com/watch?v=lyDLAutA88s>`__. `David Beazley
  <https://www.dabeaz.com/>`__ in an entertaining keynote to the
  "PyData Chicago 2016" conference. He has a number of very good and
  entertaining (and very advanced) videos. You have to spend an entire
  evening with him though.

  .. raw:: html

     <iframe width="560" 
             height="315" 
	     src="https://www.youtube.com/embed/lyDLAutA88s" 
	     title="YouTube video player" 
	     frameborder="0" 
	     allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" 
	     allowfullscreen>
     </iframe>