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

Log ¶

Tag 1 ¶

Tag 2 ¶

Exercise: Digit to English Word
Exercise: Greeting, Depending on Time of Day
Reading CSV files (ein Versuch einer Erklärung)

Tag 3 ¶

Functional Python: enumerate(), sum() and map()
Functions
Exercise: Function: uniq()
File I/O
Modules and Packages

Tag 4 ¶

PCAP – Certified Associate in Python Programming certification

Live-Hacking (Jupyter Notebook)¶

Weiterführende Information ¶

Visual Studio Code ¶

Visual Studio Code (Windows) - Setting up a Python Development Environment and Complete Overview, by Corey Schafer
Visual Studio Code (Mac) - Setting up a Python Development Environment and Complete Overview, by Corey Schafer

Python Beginner Tutorials ¶

5 Common Python Mistakes and How to Fix Them, by Corey Schafer
Python Quick Tip: F-Strings - How to Use Them and Advanced String Formatting, by Corey Schafer
Python Tutorial for Beginners 4: Lists, Tuples, and Sets, by Corey Schafer
Python Tutorial for Beginners 5: Dictionaries - Working with Key-Value Pairs, by Corey Schafer
Python Tutorial for Beginners 7: Loops and Iterations - For/While Loops, by Corey Schafer
Python Tutorial for Beginners 8: Functions, by Corey Schafer
10 Python Tips and Tricks For Writing Better Code, by Corey Schafer
Python Tutorial: CSV Module - How to Read, Parse, and Write CSV Files, by Corey Schafer

NumPy and Data Science Tutorials ¶

Complete Python NumPy Tutorial (Creating Arrays, Indexing, Math, Statistics, Reshaping), by Keith Galli
Solving real world data science tasks with Python Pandas!, by Keith Galli

PyPI (Installing Modules that don’t come as Batteries)¶

Python Tutorial: pip - An in-depth look at the package management system, by Corey Schafer
Packaging, Deployment, PyPI, and pip: Chris Wilcox (of Google) talking about packaging and deployment, and related topics

Git, and Github ¶

Git Tutorial for Beginners: Command-Line Fundamentals, by Corey Schafer
Git Tutorial: Fixing Common Mistakes and Undoing Bad Commits, by Corey Schafer
Git & GitHub Crash Course For Beginners, by Brad Traversy

Conference Talks ¶

Transforming Code into Beautiful, Idiomatic Python. Raymond Hettinger, reiterating his favorite phrase: “There must be a better way”. (Hettinger is a “Python Core Developer”.)
Built in Super Heroes. David Beazley 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.