# Python Environment Setup
- **About Python**
- Python 2
- Python 3
- PyPi and pip
- Venv
- **About Git**
- Github
- **About Jupyter Notebooks**
- Notebook snapshots vs git
- **Setup: Windows**
- Windows Terminal
- cmd
- PowerShell
- WSL
- Python download and installation
- Verifying installation and paths
- Git download and installation
- Git configuration
- Jupyter notebook installation
- **Setup: Mac OS**
- Python download and installation
- Verifying installation and paths
- Git download and installation
- Git configuration
- Jupyter notebook installation
- **Setup: Linux / BSD**
- Python download and installation
- Verifying installation and paths
- Git download and installation
- Git configuration
- Jupyter notebook installation
- **Getting Started**
- Writing python scripts
- Running python scripts
- The Python REPL
- Installing third party packages with pip
- Using Jupyter notebooks
- Revision control with Git (basics)
- Using virtual environments

# Python Crashcourse
- **About Python**
- History
- Popular uses
- Communities
- Documentation
- **Data Types**
- Primitives
- Numbers
- Strings
- Composites
- Dictionaries
- Sets
- Lists
- Tuples
- **Variables**
- Intro
- Naming conventions
- Scoping
- **Functions**
- Intro
- Definition of functions
- Parameters and arguments
- Scoping
- Lambdas (anonymous functions)
- **Control Structures**
- Intro
- Loops
- While
- For
- Other
- If
- With
- **Error Handling**
- Intro
- Try / Catch
- Assertions
- Tests
- Unit testing
- Integration testing
- **Classes and Inheritance**
- Intro
- Definition
- Attributes
- Methods
- Inheritence
- Privacy
- **Modules and Packages**
- Intro
- Modules
- Use
- Definition
- Packages
- Use
- Definition
- **Standard Library**
- Intro
- Map, filter, reduce
- Enums
- Date / time libs
- Math libs
- File libs
- Network libs
- Data type libs
- **Third Party Packages**
- cadcad
- numpy
- Intro
- Common uses
- Multidimensional arrays
- pandas
- Intro
- Common uses
- Time-series data
- matplotlib
- Intro
- Common uses
- Type of visualizations
- networkx
- Intro
- Common uses
- seaborn
- Intro
- Common uses
- **Advanced: Design Patterns and Idiomatic Python**
- Generators
- Comprehensions
- Iterators
- Observers
- Singletons
- Dependency Injection
- Decorators
- Factories
- Facades
- Visitors